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Adam KCS, Klatt LI, Miller JA, Rösner M, Fukuda K, Kiyonaga A. Beyond Routine Maintenance: Current Trends in Working Memory Research. J Cogn Neurosci 2025; 37:1035-1052. [PMID: 39792640 DOI: 10.1162/jocn_a_02298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
Working memory (WM) is an evolving concept. Our understanding of the neural functions that support WM develops iteratively alongside the approaches used to study it, and both can be profoundly shaped by available tools and prevailing theoretical paradigms. Here, the organizers of the 2024 Working Memory Symposium-inspired by this year's meeting-highlight current trends and looming questions in WM research. This review is organized into sections describing (1) ongoing efforts to characterize WM function across sensory modalities, (2) the growing appreciation that WM representations are malleable to context and future actions, (3) the enduring problem of how multiple WM items and features are structured and integrated, and (4) new insights about whether WM shares function with other cognitive processes that have conventionally been considered distinct. This review aims to chronicle where the field is headed and calls attention to issues that are paramount for future research.
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Shalev N, Boettcher S, Nobre AC. Age-invariant benefits of spatiotemporal predictions amidst distraction during dynamic visual search. Sci Rep 2025; 15:17078. [PMID: 40379870 DOI: 10.1038/s41598-025-01796-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 05/08/2025] [Indexed: 05/19/2025] Open
Abstract
Visual search tasks are widely used to study attention amidst distraction, often revealing age-related differences. Research shows older adults typically exhibit poorer performance and greater sensitivity to distraction, reflecting declines in goal-driven attention. However, traditional search tasks are static and fail to capture the challenges and opportunities in natural environments, which include predictive structures within extended contexts. We designed a search variation where targets and distractors compete over time and embedded spatiotemporal regularities afford prediction-led guidance of attention. Critically, we manipulated the number of distractors to chart how benefits of expectations and deficits from distraction varied with age. Younger and older adults searched for multiple targets as they faded in and out of the display while varying the number of distracting elements between trials. Half the targets appeared at the same time and approximate locations and could be predicted. While we found evidence for decrement and elevated sensitivity to distraction with increasing age, benefits from predictions occurred in all groups. Interestingly, regardless of age, effects of predictions were only significant during periods of high distraction. This work extends our understanding of attention control through ageing to dynamic settings and indicates a dissociation between goal-directed and learning-driven attentional guidance.
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Affiliation(s)
- Nir Shalev
- Department of Gerontology, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, IL, Israel.
- The Institute of Information Processing and Decision Making (IIPDM), University of Haifa, Haifa, IL, Israel.
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK.
| | - Sage Boettcher
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK
| | - Anna C Nobre
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK
- Wu Tsai Institute, Yale University, New Haven, USA
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3
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Toniolo S, Udale R, Klar VS, Maio MR, Attaallah B, Tofaris GK, Hu MT, Manohar SG, Husain M. Working memory filtering at encoding and maintenance in healthy ageing, Alzheimer's and Parkinson's disease. Sci Rep 2025; 15:15922. [PMID: 40335550 PMCID: PMC12059157 DOI: 10.1038/s41598-025-00556-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 04/29/2025] [Indexed: 05/09/2025] Open
Abstract
The differential impact on working memory (WM) performance of distractors presented at encoding or during maintenance was investigated in Alzheimer's Disease (AD), Parkinson's Disease (PD) patients, elderly (EHC) and young healthy controls (YHC), (n = 28 per group). Participants reported the orientation of an arrow from a set of either two or three items, with a distractor present either at encoding or at maintenance. MRI data with hippocampal volumes was also acquired. Mean absolute error and mixture model metrics i.e., memory precision, target detection, misbinding (swapping the features of an object with another probed item) and guessing were computed. EHC and PD patients showed good filtering abilities both at encoding and maintenance. However, AD patients exhibited significant filtering deficits specifically when the distractor appeared during maintenance. In healthy ageing there was a prominent decline in WM memory precision, whilst in AD lower target detection and higher guessing were the main sources of error. Conversely, PD was associated only with higher guessing rates. Hippocampal volume was significantly correlated with filtering during maintenance - but not at encoding. These findings demonstrate how healthy ageing and neurodegenerative diseases exhibit distinct patterns of WM impairment, including when filtering irrelevant material either at encoding and maintenance.
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Affiliation(s)
- Sofia Toniolo
- Nuffield Department of Clinical Neurosciences, University of Oxford, New Radcliffe House, 1st Floor, Oxford, OX2 6GG, UK.
- Cognitive Disorder Clinic, John Radcliffe Hospital, Oxford, UK.
| | - Robert Udale
- Department of Psychology, University of Sheffield, Sheffield, UK
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | | | - Maria Raquel Maio
- Nuffield Department of Clinical Neurosciences, University of Oxford, New Radcliffe House, 1st Floor, Oxford, OX2 6GG, UK
| | - Bahaaeddin Attaallah
- Nuffield Department of Clinical Neurosciences, University of Oxford, New Radcliffe House, 1st Floor, Oxford, OX2 6GG, UK
- Centre for Preventive Neurology, Queen Mary University of London, London, UK
| | - George K Tofaris
- Nuffield Department of Clinical Neurosciences, University of Oxford, New Radcliffe House, 1st Floor, Oxford, OX2 6GG, UK
- Oxford Parkinson's Disease Centre, John Radcliffe Hospital, Oxford, UK
| | - Michele T Hu
- Nuffield Department of Clinical Neurosciences, University of Oxford, New Radcliffe House, 1st Floor, Oxford, OX2 6GG, UK
- Oxford Parkinson's Disease Centre, John Radcliffe Hospital, Oxford, UK
| | - Sanjay G Manohar
- Nuffield Department of Clinical Neurosciences, University of Oxford, New Radcliffe House, 1st Floor, Oxford, OX2 6GG, UK
- Cognitive Disorder Clinic, John Radcliffe Hospital, Oxford, UK
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Masud Husain
- Nuffield Department of Clinical Neurosciences, University of Oxford, New Radcliffe House, 1st Floor, Oxford, OX2 6GG, UK
- Cognitive Disorder Clinic, John Radcliffe Hospital, Oxford, UK
- Department of Experimental Psychology, University of Oxford, Oxford, UK
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4
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Sahakian A, Gayet S, Paffen CLE, Van der Stigchel S. The rise and fall of memories: Temporal dynamics of visual working memory. Mem Cognit 2025:10.3758/s13421-025-01718-9. [PMID: 40327274 DOI: 10.3758/s13421-025-01718-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/07/2025] [Indexed: 05/07/2025]
Abstract
Visual working memory (VWM) is a cognitive system, which temporarily stores task-relevant visual information to enable interactions with the environment. In everyday VWM use, we typically decide how long we look to encode information, and how long we wait before acting on the memory. In contrast, VWM is typically studied in unnaturally rigid paradigms that keep presentation times and delays fixed. Here, we ask how visual memories build up over self-paced viewing times, and how they decay over self-paced delays, in a task that naturally engages VWM. We employed a copying task in which participants were tasked to recreate an "example" arrangement of items in an adjacent empty "workspace". We tracked their unconstrained viewing and copying behavior at the level of individual items' viewing times and the time to successful placements (i.e., delay). Our results show that performance monotonically increased for viewing times up to 1 s (per item), and plateaued afterwards. Interestingly, while views exceeding 1 s did not strongly improve performance for short (2-s) delays, views beyond 1-s did improve performance for longer delays. In contrast, this pattern was not observed in Experiments 2A and 2B, where viewing and delay times were experimentally manipulated (i.e., in more typical, rigid paradigms). These findings showcase the importance of considering aspects of naturalistic behavior, like decision-making, when studying VWM. We suggest that in everyday situations, short glances are sufficient for immediate use from VWM, but long views are required for effective delayed use.
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Affiliation(s)
- Andre Sahakian
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands.
| | - Surya Gayet
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
| | - Chris L E Paffen
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
| | - Stefan Van der Stigchel
- Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
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Gong D, Draschkow D, Nobre AC. Focusing attention in working and long-term memory through dissociable mechanisms. Nat Commun 2025; 16:4126. [PMID: 40319062 PMCID: PMC12049562 DOI: 10.1038/s41467-025-59359-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 04/17/2025] [Indexed: 05/07/2025] Open
Abstract
We developed an experimental approach to compare how attentional orienting facilitates retrieval from spatial working memory (WM) and long-term memory (LTM), and how selective attention within these two memory types impacts incoming sensory information processing. In three experiments with healthy young adults, retrospective attention cues prioritize an item represented in WM or LTM. Participants then retrieve a memory item or perform a perceptual task. The retrocue is informative for the retrieval task but not for the perceptual task. We show that attentional orienting benefits performance for both WM and LTM, with stronger effects for WM. Eye-tracking reveals significant gaze shifts and microsaccades correlated with attention in WM, but no statistically significant gaze biases were found for LTM. Visual discrimination of unrelated visual stimuli is consistently improved for items matching attended WM locations. Similar effects occur at LTM locations but less consistently. The findings suggest at least partly dissociable attention-orienting processes for different memory types. Although our conclusions are necessarily constrained to the type of WM and LTM representations relevant to our task, they suggest that, under certain conditions, attentional prioritization in LTM can operate independently from WM. Future research should explore whether similar dissociations extend to non-spatial or more complex forms of LTM.
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Affiliation(s)
- Dongyu Gong
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK.
- Department of Psychology, Yale University, New Haven, CT, USA.
| | - Dejan Draschkow
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK.
| | - Anna C Nobre
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK.
- Department of Psychology, Yale University, New Haven, CT, USA.
- Wu Tsai Institute, Yale University, New Haven, CT, USA.
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Conci M, Zhao F. Attentional misguidance from contextual learning after target location changes in natural scenes. Vision Res 2025; 230:108591. [PMID: 40147194 DOI: 10.1016/j.visres.2025.108591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 03/18/2025] [Accepted: 03/20/2025] [Indexed: 03/29/2025]
Abstract
Attentional orienting in complex visual environments is supported by statistical learning of regularities. For instance, visual search for a target is faster when a distractor layout is repeatedly encountered, illustrating that learned contextual invariances improve attentional guidance (contextual cueing). Although contextual learning is usually relatively efficient, relocating the target (within an otherwise unchanged layout) typically abolishes contextual cueing, while revealing only a slow recovery of learning. However, such a "lack-of-adaptation" was usually only shown with artificial displays with target/distractor letters. The current study in turn used more realistic natural scene images to determine whether a comparable cost would also be evident in real-life contexts. Two experiments compared initial contextual cueing and the subsequent updating after a change in displays that either presented artificial letters, or natural scenes as contexts. With letter displays, an initial cueing effect was found that was associated with non-explicit, incidental learning, which vanished after the change. Natural scene displays either revealed a rather large cueing effect that was related to explicit memory (Experiment 1), or cueing was less strong and based on incidental learning (Experiment 2), with the size of cueing and the explicitness of the memory representation depending on the variability of the presented scene images. However, these variable initial benefits in scene displays always led to a substantial reduction after the change, comparable to the pattern in letter displays. Together, these findings show that the "richness" of natural scene contexts does not facilitate flexible contextual updating.
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Affiliation(s)
- Markus Conci
- Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany; Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universität München, München, Germany.
| | - Feifei Zhao
- Department of Psychology, Ludwig-Maximilians-Universität München, München, Germany; Graduate School of Systemic Neurosciences, Ludwig-Maximilians-Universität München, München, Germany
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7
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Schmitt O. Relationships and representations of brain structures, connectivity, dynamics and functions. Prog Neuropsychopharmacol Biol Psychiatry 2025; 138:111332. [PMID: 40147809 DOI: 10.1016/j.pnpbp.2025.111332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 02/20/2025] [Accepted: 03/10/2025] [Indexed: 03/29/2025]
Abstract
The review explores the complex interplay between brain structures and their associated functions, presenting a diversity of hierarchical models that enhances our understanding of these relationships. Central to this approach are structure-function flow diagrams, which offer a visual representation of how specific neuroanatomical structures are linked to their functional roles. These diagrams are instrumental in mapping the intricate connections between different brain regions, providing a clearer understanding of how functions emerge from the underlying neural architecture. The study details innovative attempts to develop new functional hierarchies that integrate structural and functional data. These efforts leverage recent advancements in neuroimaging techniques such as fMRI, EEG, MEG, and PET, as well as computational models that simulate neural dynamics. By combining these approaches, the study seeks to create a more refined and dynamic hierarchy that can accommodate the brain's complexity, including its capacity for plasticity and adaptation. A significant focus is placed on the overlap of structures and functions within the brain. The manuscript acknowledges that many brain regions are multifunctional, contributing to different cognitive and behavioral processes depending on the context. This overlap highlights the need for a flexible, non-linear hierarchy that can capture the brain's intricate functional landscape. Moreover, the study examines the interdependence of these functions, emphasizing how the loss or impairment of one function can impact others. Another crucial aspect discussed is the brain's ability to compensate for functional deficits following neurological diseases or injuries. The investigation explores how the brain reorganizes itself, often through the recruitment of alternative neural pathways or the enhancement of existing ones, to maintain functionality despite structural damage. This compensatory mechanism underscores the brain's remarkable plasticity, demonstrating its ability to adapt and reconfigure itself in response to injury, thereby ensuring the continuation of essential functions. In conclusion, the study presents a system of brain functions that integrates structural, functional, and dynamic perspectives. It offers a robust framework for understanding how the brain's complex network of structures supports a wide range of cognitive and behavioral functions, with significant implications for both basic neuroscience and clinical applications.
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Affiliation(s)
- Oliver Schmitt
- Medical School Hamburg - University of Applied Sciences and Medical University - Institute for Systems Medicine, Am Kaiserkai 1, Hamburg 20457, Germany; University of Rostock, Department of Anatomy, Gertrudenstr. 9, Rostock, 18055 Rostock, Germany.
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8
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Villalonga MB, Noyce AL, Sekuler R. Dynamic modulation of spatial selection: Online and anticipatory adjustments in the flanker task. Atten Percept Psychophys 2025; 87:794-814. [PMID: 39979542 PMCID: PMC11965244 DOI: 10.3758/s13414-025-03026-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/15/2024] [Indexed: 02/22/2025]
Abstract
To track the spatiotemporal dynamics of selective attention, we constructed four theory-driven variants of Eriksen's flanker task. In each, subjects made speeded binary categorizations of target arrowhead direction while ignoring surrounding flanker arrowheads, whose direction was either congruent or incongruent to the target. Experiment 1 tracked the temporal evolution of target selection by systematically manipulating onset asynchrony between the target and flankers. In Experiments 2A and 2B, we increased flanker strength (both experiments) and reduced target strength (Experiment 2B only) at various times relative to target onset, exploring the effects of dynamic perceptual inputs on flanker congruency effects. Experiment 3 measured how uncertainty about stimulus location impeded spatial selection. Our findings demonstrate that spatial selection in the flanker task is dynamically modulated by both intra- and supra-trial factors.
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Affiliation(s)
- Mercedes B Villalonga
- Department of Psychology, Brandeis University, 415 South Street MS 062, Waltham, MA, 02453, USA.
| | - Abigail L Noyce
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Robert Sekuler
- Department of Psychology, Brandeis University, 415 South Street MS 062, Waltham, MA, 02453, USA
- Neuroscience Program, Brandeis University, Waltham, MA, USA
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9
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Gresch D, Behnke L, van Ede F, Nobre AC, Boettcher SEP. Neural dynamics of reselecting visual and motor contents in working memory after external interference. J Neurosci 2025; 45:e2347242025. [PMID: 40097181 PMCID: PMC12044030 DOI: 10.1523/jneurosci.2347-24.2025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Revised: 02/09/2025] [Accepted: 03/06/2025] [Indexed: 03/19/2025] Open
Abstract
In everyday tasks, we must often shift our focus away from internal representations held in working memory to engage with perceptual events in the external world. Here, we investigated how our internal focus is reestablished following an interrupting task by tracking the reselection of visual representations and their associated action plans in working memory. Specifically, we ask whether reselection occurs for both visual and motor memory attributes and when this reselection occurs. We developed a visual-motor working-memory task in which participants were retrospectively cued to select one of two memory items before being interrupted by a perceptual discrimination task. To determine what information was reselected, the memory items had distinct visual and motor attributes. To determine when internal representations were reselected, the interrupting task was presented at one of three distinct time points following the retro-cue. We employed electroencephalography time-frequency analyses to track the initial selection and later reselection of visual and motor representations, as operationalized through modulations of posterior alpha (8-12 Hz) activity relative to the memorized item location (visual) and of central beta (13-30 Hz) activity relative to the required response hand (motor). Our results showed that internal visual and motor contents were concurrently reselected immediately after completing the interrupting task, rather than only when internal information was required for memory-guided behavior. Thus, following interruption, we swiftly resume our internal focus in working memory through the simultaneous reselection of memorized visual representations and their associated action plans, thereby restoring internal contents to a ready-to-use state.Significance statement A key challenge for working memory is to maintain past visual representations and their associated actions while engaging with the external environment. Our cognitive system must, therefore, often juggle multiple tasks within a common time frame. Despite the ubiquity of multi-task situations in everyday life, working memory has predominantly been studied devoid of additional perceptual, attentional, and response demands during the retention interval. Here, we investigate the neural dynamics of returning to internal contents following task-relevant interruptions. Particularly, we identify which attributes of internal representations are reselected and when this reselection occurs. Our findings demonstrate that both visual and motor contents are reselected immediately and in tandem after completion of an external, interrupting task.
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Affiliation(s)
- Daniela Gresch
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, United Kingdom
- Department of Psychology, Yale University, New Haven, CT 06510, United States of America
| | - Larissa Behnke
- Department of Psychology, Universität Zürich, Zürich, 8050, Switzerland
- Neuroscience Center Zurich (ZNZ), Universität Zürich and ETH Zürich, 8057, Zürich, Switzerland
- Department of Experimental Psychology, Ludwig-Maximilians-Universität München, München, 80802, Germany
| | - Freek van Ede
- Institute for Brain and Behavior Amsterdam, Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, 1081 HV, The Netherlands
| | - Anna C Nobre
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, United Kingdom
- Department of Psychology, Yale University, New Haven, CT 06510, United States of America
- Wu Tsai Institute, Yale University, New Haven, CT 06510, United States of America
| | - Sage E P Boettcher
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, United Kingdom
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Dragoi T, Sugihara H, Le NM, Adam E, Sharma J, Feng G, Desimone R, Sur M. Global to local influences on temporal expectation in marmosets and humans. Curr Biol 2025; 35:1095-1106.e7. [PMID: 39970916 DOI: 10.1016/j.cub.2025.01.052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 09/04/2024] [Accepted: 01/24/2025] [Indexed: 02/21/2025]
Abstract
Marmosets are emerging rapidly as experimental models for studying the neural bases of cognition and, importantly, for modeling disorders of human cognition, but many aspects of their mental attributes remain to be characterized. When judging elapsed time, humans implicitly use prior information to predict upcoming events and reduce perceptual and decision-making uncertainty. An influential model of temporal expectation is the hazard rate model, which posits the likelihood of an event occurring in the future, provided it has not occurred already. Here, we report that marmosets trained on a reaction time task acquire the hazard rate model of expectation, consistent with the global task structure. The model emerges progressively with learning but unexpectedly continues to be modified by local contingencies, as demonstrated by a serial effect of trial duration on responses. The combined effects of global and local task structure are well described by a multiple regression model and computationally by Bayesian updating of the hazard function. Parallel experiments in human subjects similarly demonstrate global followed by local influences on reaction times and temporal expectation. Thus, in both marmosets and humans, task history and local structure continuously update task-specific responses, surprisingly at the expense of optimal responses after the competent acquisition of an internal model.
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Affiliation(s)
- Tudor Dragoi
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Graduate Program for Neuroscience, Boston University, Boston, MA 02215, USA
| | - Hiroki Sugihara
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Nhat Minh Le
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Elie Adam
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Anaesthesia, Harvard Medical School, Boston, MA 02115, USA
| | - Jitendra Sharma
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Guoping Feng
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Robert Desimone
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Mriganka Sur
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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11
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Kumle L, Kovoor J, Watt RL, Boettcher SEP, Nobre AC, Draschkow D. Long-term memory facilitates spontaneous memory usage through multiple pathways. Curr Biol 2025; 35:1171-1179.e5. [PMID: 40023149 DOI: 10.1016/j.cub.2025.01.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 11/25/2024] [Accepted: 01/22/2025] [Indexed: 03/04/2025]
Abstract
Memories scaffold ongoing cognition and behavior.1,2,3,4,5 Surprisingly, when given the "sensorimnemonic" choice6 between using working memory (WM) and sampling sensory information from the environment, reliance on WM is much lower than expected.7,8,9,10,11,12,13 Here, we ask how the availability of long-term memory (LTM), alongside WM, changes how participants spontaneously sample sensory information in service of memory encoding, rely on their memory, and coordinate the two. Participants copied a model display by selecting realistic objects from a resource pool and placing them into a workspace.13,14 We tracked head, hand, and eye movements during free-flowing interactions with the virtual environment. To test the contributions of LTM engagement during natural behavior, we manipulated the repetition of stimulus arrangements over 2 days and used novel arrangements as a baseline. LTM availability had multiple consequences, resulting in an increased reliance on memory content. Further, LTM improved the efficiency of sensory sampling, evidenced by shorter encoding times of repeated objects. In the extreme, mnemonic sampling directly substituted sensory sampling, as some objects were not sampled at all before successful copying in repeated trials. These changes unfolded concurrently within the same task. Finally, incidentally formed memories during the task were accessible for explicit report. Performance in a subsequent surprise memory task showed that participants placed more objects correctly in repeated arrangements. Our findings demonstrate concurrent spontaneous deployment of multiple LTM mechanisms, alongside WM and sensory processing, showcasing impressive flexibility in balancing the engagement of sensory and different types of memory information to guide adaptive behavior. VIDEO ABSTRACT.
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Affiliation(s)
- Levi Kumle
- Department of Experimental Psychology, University of Oxford, OX2 6GG Oxford, UK; Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, OX3 7JX Oxford, UK.
| | - Joel Kovoor
- Department of Experimental Psychology, University of Oxford, OX2 6GG Oxford, UK
| | - Rhianna L Watt
- Department of Experimental Psychology, University of Oxford, OX2 6GG Oxford, UK
| | - Sage E P Boettcher
- Department of Experimental Psychology, University of Oxford, OX2 6GG Oxford, UK; Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, OX3 7JX Oxford, UK
| | - Anna C Nobre
- Wu Tsai Institute and Department of Psychology, Yale University, 100 College Street, New Haven, CT 06510, USA
| | - Dejan Draschkow
- Department of Experimental Psychology, University of Oxford, OX2 6GG Oxford, UK; Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, OX3 7JX Oxford, UK
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12
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Marti E, Coll SY, Doganci N, Ptak R. Distinct Functional Connectivity Patterns of Brain Networks Involved in Motor Planning Underlie Verbal and Spatial Working Memory. Brain Behav 2025; 15:e70376. [PMID: 40022219 PMCID: PMC11870840 DOI: 10.1002/brb3.70376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 02/07/2025] [Accepted: 02/11/2025] [Indexed: 03/03/2025] Open
Abstract
PURPOSE Frontoparietal networks (FPN) are well-recognized for their role in high-level cognition, including mental imagery, executive control, and working memory (WM). A prevailing hypothesis advances that these functions evolved from fundamental motor abilities, such as action planning and motor control. However, whether sensorimotor regions of these FPN contribute to the executive components of WM, and whether this contribution is dependent on task modality, remains underexplored. METHOD This study applied analyses of resting-state functional connectivity (rs-FC) to investigate the contribution of FPN regions to WM that have an established role in motor planning. In a sample of 60 healthy individuals, we explored whether performance in verbal and spatial N-back WM tasks is associated with rs-FC of frontoparietal brain regions that exhibit increased activation during motor planning. FINDING Comparing verbal and spatial N-back tasks revealed that verbal WM was associated with stronger connectivity between the left medial superior frontal gyrus and left inferior parietal lobule (IPL), as well as the right IPL and the left superior parietal lobule. In contrast, spatial WM was linked to stronger connectivity between the right middle frontal and inferior temporal gyrus, as well as the left occipital pole and postcentral gyrus. CONCLUSION These findings reveal distinct FC patterns underlying verbal and spatial WM and highlight the contribution of brain regions that are important for motor planning to modality-specific WM processes, such as information updating.
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Affiliation(s)
- Emilie Marti
- Faculty of MedicineUniversity of GenevaGenevaSwitzerland
| | | | - Naz Doganci
- Faculty of MedicineUniversity of GenevaGenevaSwitzerland
- University Service of Neuropsychology and Neurorehabilitation, Department of Clinical NeuroscienceUniversity Hospitals of LausanneLausanneSwitzerland
| | - Radek Ptak
- Faculty of MedicineUniversity of GenevaGenevaSwitzerland
- Division of Neurorehabilitation, Department of Clinical NeurosciencesGeneva University HospitalsGenevaSwitzerland
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13
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Caccialupi G, Schmidt TT, Nierhaus T, Wesolek S, Esmeyer M, Blankenburg F. Decoding Parametric Grip-Force Anticipation From fMRI Data. Hum Brain Mapp 2025; 46:e70154. [PMID: 39936353 PMCID: PMC11815324 DOI: 10.1002/hbm.70154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 12/26/2024] [Accepted: 01/23/2025] [Indexed: 02/13/2025] Open
Abstract
Previous functional magnetic resonance imaging (fMRI) studies have shown that activity in premotor and parietal brain-regions covaries with the intensity of upcoming grip-force. However, it remains unclear how information about the intended grip-force intensity is initially represented and subsequently transformed into a motor code before motor execution. In this fMRI study, we used multivoxel pattern analysis (MVPA) to decode where and when information about grip-force intensities is parametrically coded in the brain. Human participants performed a delayed grip-force task in which one of four cued levels of grip-force intensity had to be maintained in working memory (WM) during a 9-s delay-period preceding motor execution. Using time-resolved MVPA with a searchlight approach and support vector regression, we tested which brain regions exhibit multivariate WM codes of anticipated grip-force intensities. During the early delay period, we observed above-chance decoding in the ventromedial prefrontal cortex (vmPFC). During the late delay period, we found a network of action-specific brain regions, including the bilateral intraparietal sulcus (IPS), left dorsal premotor cortex (l-PMd), and supplementary motor areas. Additionally, cross-regression decoding was employed to test for temporal generalization of activation patterns between early and late delay periods with those during cue presentation and motor execution. Cross-regression decoding indicated temporal generalization to the cue period in the vmPFC and to motor-execution in the l-IPS and l-PMd. Together, these findings suggest that the WM representation of grip-force intensities undergoes a transformation where the vmPFC encodes information about the intended grip-force, which is subsequently converted into a motor code in the l-IPS and l-PMd before execution.
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Affiliation(s)
- Guido Caccialupi
- Neurocomputation and Neuroimaging Unit (NNU), Freie Universität BerlinBerlinGermany
- Berlin School of Mind and Brain, Humboldt Universität zu BerlinBerlinGermany
| | - Timo Torsten Schmidt
- Neurocomputation and Neuroimaging Unit (NNU), Freie Universität BerlinBerlinGermany
| | - Till Nierhaus
- Neurocomputation and Neuroimaging Unit (NNU), Freie Universität BerlinBerlinGermany
| | - Sara Wesolek
- Neurocomputation and Neuroimaging Unit (NNU), Freie Universität BerlinBerlinGermany
| | - Marlon Esmeyer
- Neurocomputation and Neuroimaging Unit (NNU), Freie Universität BerlinBerlinGermany
- Berlin School of Mind and Brain, Humboldt Universität zu BerlinBerlinGermany
| | - Felix Blankenburg
- Neurocomputation and Neuroimaging Unit (NNU), Freie Universität BerlinBerlinGermany
- Berlin School of Mind and Brain, Humboldt Universität zu BerlinBerlinGermany
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14
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Mynick A, Steel A, Jayaraman A, Botch TL, Burrows A, Robertson CE. Memory-based predictions prime perceptual judgments across head turns in immersive, real-world scenes. Curr Biol 2025; 35:121-130.e6. [PMID: 39694030 PMCID: PMC11831858 DOI: 10.1016/j.cub.2024.11.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 07/23/2024] [Accepted: 11/14/2024] [Indexed: 12/20/2024]
Abstract
Each view of our environment captures only a subset of our immersive surroundings. Yet, our visual experience feels seamless. A puzzle for human neuroscience is to determine what cognitive mechanisms enable us to overcome our limited field of view and efficiently anticipate new views as we sample our visual surroundings. Here, we tested whether memory-based predictions of upcoming scene views facilitate efficient perceptual judgments across head turns. We tested this hypothesis using immersive, head-mounted virtual reality (VR). After learning a set of immersive real-world environments, participants (n = 101 across 4 experiments) were briefly primed with a single view from a studied environment and then turned left or right to make a perceptual judgment about an adjacent scene view. We found that participants' perceptual judgments were faster when they were primed with images from the same (vs. neutral or different) environments. Importantly, priming required memory: it only occurred in learned (vs. novel) environments, where the link between adjacent scene views was known. Further, consistent with a role in supporting active vision, priming only occurred in the direction of planned head turns and only benefited judgments for scene views presented in their learned spatiotopic positions. Taken together, we propose that memory-based predictions facilitate rapid perception across large-scale visual actions, such as head and body movements, and may be critical for efficient behavior in complex immersive environments.
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Affiliation(s)
- Anna Mynick
- Department of Psychological and Brain Sciences, Dartmouth College, 3 Maynard Street, Hanover, NH 03755, USA.
| | - Adam Steel
- Department of Psychological and Brain Sciences, Dartmouth College, 3 Maynard Street, Hanover, NH 03755, USA
| | - Adithi Jayaraman
- Department of Psychological and Brain Sciences, Dartmouth College, 3 Maynard Street, Hanover, NH 03755, USA
| | - Thomas L Botch
- Department of Psychological and Brain Sciences, Dartmouth College, 3 Maynard Street, Hanover, NH 03755, USA
| | - Allie Burrows
- Department of Psychological and Brain Sciences, Dartmouth College, 3 Maynard Street, Hanover, NH 03755, USA
| | - Caroline E Robertson
- Department of Psychological and Brain Sciences, Dartmouth College, 3 Maynard Street, Hanover, NH 03755, USA.
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15
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Courtney SM, Hinault T. Anatomical Connectivity Constrains Dynamic Functional Connectivity among Neural Systems: Implications for Cognition and Behavior. J Cogn Neurosci 2024; 36:2712-2724. [PMID: 38940735 DOI: 10.1162/jocn_a_02205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Abstract
Leslie Ungerleider had a tremendous impact across many different areas of cognitive neuroscience. Her ideas and her approach, as well as her findings, will continue to impact the field for generations to come. One of the most impactful aspects of her approach was her focus on the ways that anatomical connections constrain functional communications among brain regions. Furthermore, she emphasized that changes in these functional communications, whether from lesions to the anatomical connections or temporary modulations of the efficacy of information transmission resulting from selective attention, have consequences for cognition and behavior. By necessity, this short review cannot cover the vast amount of research that contributed to or benefited from Leslie's work. Rather, we focus on one line of research that grew directly from some of Leslie's early work and her mentoring on these important concepts. This research and the many other lines of research that arose from these same origins has helped develop our understanding of the visual system, and cognitive systems more generally, as collections of highly organized, specialized, dynamic, and interacting subsystems.
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16
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Sefranek M, Zokaei N, Draschkow D, Nobre AC. Comparing the impact of contextual associations and statistical regularities in visual search and attention orienting. PLoS One 2024; 19:e0302751. [PMID: 39570820 PMCID: PMC11581329 DOI: 10.1371/journal.pone.0302751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 10/06/2024] [Indexed: 11/24/2024] Open
Abstract
During visual search, we quickly learn to attend to an object's likely location. Research has shown that this process can be guided by learning target locations based on consistent spatial contextual associations or other statistical regularities. Here, we tested how different types of associations guide learning and the utilisation of established memories for different purposes. Participants learned contextual associations or rule-like statistical regularities that predicted target locations within different scenes. The consequences of this learning for subsequent performance were then evaluated on attention-orienting and memory-recall tasks. Participants demonstrated facilitated attention-orienting and recall performance based on both contextual associations and statistical regularities. Contextual associations facilitated attention orienting with a different time course compared to statistical regularities. Benefits to memory-recall performance depended on the alignment between the learned association or regularity and the recall demands. The distinct patterns of behavioural facilitation by contextual associations and statistical regularities show how different forms of long-term memory may influence neural information processing through different modulatory mechanisms.
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Affiliation(s)
- Marcus Sefranek
- Brain and Cognition Lab, Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, United Kingdom
| | - Nahid Zokaei
- Brain and Cognition Lab, Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, United Kingdom
| | - Dejan Draschkow
- Brain and Cognition Lab, Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, United Kingdom
| | - Anna C. Nobre
- Brain and Cognition Lab, Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, United Kingdom
- Wu Tsai Institute, Yale University, New Haven, CT, United States of America
- Department of Psychology, Yale University, New Haven, CT, United States of America
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17
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Shalev N, Boettcher S, Nobre AC. Spatiotemporal predictions guide attention throughout the adult lifespan. NPJ SCIENCE OF LEARNING 2024; 9:70. [PMID: 39572597 PMCID: PMC11582576 DOI: 10.1038/s41539-024-00281-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 11/11/2024] [Indexed: 11/24/2024]
Abstract
Older adults struggle with tasks requiring selective attention amidst distractions. Experimental observations about age-related decline have relied on visual search designs using static displays. However, natural environments often embed dynamic structures that afford proactive anticipation of task-relevant information. We investigate the capacity to benefit from spatiotemporal predictions across the adult lifespan. Participants (N = 300, aged 20-80) searched for multiple targets that faded in and out of displays among distractors. Half of the targets appeared at a fixed time and approximate location, whereas others appeared unpredictably. Overall search performance was reduced with age. Nevertheless, prediction-led behaviour, reflected in a higher detection of predictable targets, remained resistant to aging. Predictions were most pronounced when targets appeared in quick succession. When evaluating response speed, predictions were also significant but reduced with progressing age. While our findings confirm an age-related decline, we identified clear indications for proactive attentional guidance throughout adulthood.
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Affiliation(s)
- Nir Shalev
- Department of Gerontology, University of Haifa, Haifa, Israel.
- The Institute of Information Processing and Decision Making (IIPDM), Haifa, Israel.
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK.
| | - Sage Boettcher
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK
| | - Anna C Nobre
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK
- Wu Tsai Institute, Yale University, New Haven, CT, USA
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18
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Gresch D, Boettcher SEP, Gohil C, van Ede F, Nobre AC. Neural dynamics of shifting attention between perception and working-memory contents. Proc Natl Acad Sci U S A 2024; 121:e2406061121. [PMID: 39536078 PMCID: PMC11588118 DOI: 10.1073/pnas.2406061121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 10/17/2024] [Indexed: 11/16/2024] Open
Abstract
In everyday tasks, our focus of attention shifts seamlessly between contents in the sensory environment and internal memory representations. Yet, research has mainly considered external and internal attention in isolation. We used magnetoencephalography to compare the neural dynamics of shifting attention to visual contents within vs. between the external and internal domains. Participants performed a combined perception and working-memory task in which two sequential cues guided attention to upcoming (external) or memorized (internal) sensory information. Critically, the second cue could redirect attention to visual content within the same or alternative domain as the first cue. Multivariate decoding unveiled distinct patterns of human brain activity when shifting attention within vs. between domains. Brain activity distinguishing within- from between-domain shifts was broadly distributed and highly dynamic. Intriguingly, crossing domains did not invoke an additional stage prior to shifting attention. Alpha lateralization, a canonical marker of shifting spatial attention, showed no delay when cues redirected attention to the same vs. alternative domain. Instead, evidence suggested that neural states associated with a given domain linger and influence subsequent shifts of attention within vs. between domains. Our findings provide critical insights into the neural dynamics that govern attentional shifts between perception and working memory.
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Affiliation(s)
- Daniela Gresch
- Department of Experimental Psychology, University of Oxford, OxfordOX2 6GG, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, OxfordOX3 7JX, United Kingdom
- Department of Psychology, Yale University, New Haven, CT06510
| | - Sage E. P. Boettcher
- Department of Experimental Psychology, University of Oxford, OxfordOX2 6GG, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, OxfordOX3 7JX, United Kingdom
| | - Chetan Gohil
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, OxfordOX3 7JX, United Kingdom
| | - Freek van Ede
- Institute for Brain and Behaviour Amsterdam, Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam1081 HV, The Netherlands
| | - Anna C. Nobre
- Department of Experimental Psychology, University of Oxford, OxfordOX2 6GG, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, OxfordOX3 7JX, United Kingdom
- Department of Psychology, Yale University, New Haven, CT06510
- Wu Tsai Institute, Yale University, New Haven, CT06510
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19
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Trentin C, Olivers C, Slagter HA. Action Planning Renders Objects in Working Memory More Attentionally Salient. J Cogn Neurosci 2024; 36:2166-2183. [PMID: 39136556 DOI: 10.1162/jocn_a_02235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
A rapidly growing body of work suggests that visual working memory (VWM) is fundamentally action oriented. Consistent with this, we recently showed that attention is more strongly biased by VWM representations of objects when we plan to act on those objects in the future. Using EEG and eye tracking, here, we investigated neurophysiological correlates of the interactions between VWM and action. Participants (n = 36) memorized a shape for a subsequent VWM test. At test, a probe was presented along with a secondary object. In the action condition, participants gripped the actual probe if it matched the memorized shape, whereas in the control condition, they gripped the secondary object. Crucially, during the VWM delay, participants engaged in a visual selection task, in which they located a target as fast as possible. The memorized shape could either encircle the target (congruent trials) or a distractor (incongruent trials). Replicating previous findings, we found that eye gaze was biased toward the VWM-matching shape and, importantly, more so when the shape was directly associated with an action plan. Moreover, the ERP results revealed that during the selection task, future action-relevant VWM-matching shapes elicited (1) a stronger Ppc (posterior positivity contralateral), signaling greater attentional saliency; (2) an earlier PD (distractor positivity) component, suggesting faster suppression; (3) a larger inverse (i.e., positive) sustained posterior contralateral negativity in incongruent trials, consistent with stronger suppression of action-associated distractors; and (4) an enhanced response-locked positivity over left motor regions, possibly indicating enhanced inhibition of the response associated with the memorized item during the interim task. Overall, these results suggest that action planning renders objects in VWM more attentionally salient, supporting the notion of selection-for-action in working memory.
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20
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Ramamurthy DL, Rodriguez L, Cen C, Li S, Chen A, Feldman DE. Reward history guides focal attention in whisker somatosensory cortex. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.17.603927. [PMID: 39131281 PMCID: PMC11312476 DOI: 10.1101/2024.07.17.603927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
Prior reward is a potent cue for attentional capture, but the underlying neurobiology is largely unknown. In a novel whisker touch detection task, we show that mice flexibly shift attention between specific whiskers on a trial-by-trial timescale, guided by the recent history of stimulus-reward association. Two-photon calcium imaging and spike recordings revealed a robust neurobiological correlate of attention in the somatosensory cortex (S1), boosting sensory responses to the attended whisker in L2/3 and L5, but not L4. Attentional boosting in L2/3 pyramidal cells was topographically precise and whisker-specific, and shifted receptive fields toward the attended whisker. L2/3 VIP interneurons were broadly activated by whisker stimuli, motion, and arousal but did not carry a whisker-specific attentional signal, and thus did not mediate spatially focused tactile attention. Together, these findings establish a new model of focal attention in the mouse whisker tactile system, showing that the history of stimuli and rewards in the recent past can dynamically engage local modulation in cortical sensory maps to guide flexible shifts in ongoing behavior.
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Affiliation(s)
- Deepa L. Ramamurthy
- Department of Neuroscience and Helen Wills Neuroscience Institute, UC Berkeley
| | - Lucia Rodriguez
- Department of Neuroscience and Helen Wills Neuroscience Institute, UC Berkeley
- Neuroscience PhD Program, UC Berkeley
| | - Celine Cen
- Department of Neuroscience and Helen Wills Neuroscience Institute, UC Berkeley
| | - Siqian Li
- Department of Neuroscience and Helen Wills Neuroscience Institute, UC Berkeley
| | - Andrew Chen
- Department of Neuroscience and Helen Wills Neuroscience Institute, UC Berkeley
| | - Daniel E. Feldman
- Department of Neuroscience and Helen Wills Neuroscience Institute, UC Berkeley
- Lead Contact
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21
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Holton E, Grohn J, Ward H, Manohar SG, O'Reilly JX, Kolling N. Goal commitment is supported by vmPFC through selective attention. Nat Hum Behav 2024; 8:1351-1365. [PMID: 38632389 PMCID: PMC11272579 DOI: 10.1038/s41562-024-01844-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 02/01/2024] [Indexed: 04/19/2024]
Abstract
When striking a balance between commitment to a goal and flexibility in the face of better options, people often demonstrate strong goal perseveration. Here, using functional MRI (n = 30) and lesion patient (n = 26) studies, we argue that the ventromedial prefrontal cortex (vmPFC) drives goal commitment linked to changes in goal-directed selective attention. Participants performed an incremental goal pursuit task involving sequential decisions between persisting with a goal versus abandoning progress for better alternative options. Individuals with stronger goal perseveration showed higher goal-directed attention in an interleaved attention task. Increasing goal-directed attention also affected abandonment decisions: while pursuing a goal, people lost their sensitivity to valuable alternative goals while remaining more sensitive to changes in the current goal. In a healthy population, individual differences in both commitment biases and goal-oriented attention were predicted by baseline goal-related activity in the vmPFC. Among lesion patients, vmPFC damage reduced goal commitment, leading to a performance benefit.
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Affiliation(s)
- Eleanor Holton
- Department of Experimental Psychology, University of Oxford, Oxford, UK.
| | - Jan Grohn
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging (WIN), University of Oxford, Oxford, UK
| | - Harry Ward
- Centre for Experimental Medicine and Rheumatology, Queen Mary University London (QMUL), London, UK
| | - Sanjay G Manohar
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging (WIN), University of Oxford, Oxford, UK
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Jill X O'Reilly
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging (WIN), University of Oxford, Oxford, UK
| | - Nils Kolling
- Wellcome Centre for Integrative Neuroimaging (WIN), University of Oxford, Oxford, UK
- Stem Cell and Brain Research Institute U1208, Inserm, Université Claude Bernard Lyon 1, Bron, France
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22
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Dong Y, Kiyonaga A. Ocular working memory signals are flexible to behavioral priority and subjective imagery strength. J Neurophysiol 2024; 132:162-176. [PMID: 38836298 PMCID: PMC11383386 DOI: 10.1152/jn.00446.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 05/27/2024] [Indexed: 06/06/2024] Open
Abstract
The pupillary light response was long considered a brainstem reflex, outside of cognitive influence. However, newer findings indicate that pupil dilation (and eye movements) can reflect content held "in mind" with working memory (WM). These findings may reshape understanding of ocular and WM mechanisms, but it is unclear whether the signals are artifactual or functional to WM. Here, we ask whether peripheral and oculomotor WM signals are sensitive to the task-relevance or "attentional state" of WM content. During eye-tracking, human participants saw both dark and bright WM stimuli, then were retroactively cued to the item that would most likely be tested. Critically, we manipulated the attentional priority among items by varying the cue reliability across blocks. We confirmed previous findings that remembering darker items is associated with larger pupils (vs. brighter), and that gaze is biased toward cued item locations. Moreover, we discovered that pupil and eye movement responses were influenced differently by WM item relevance. Feature-specific pupillary effects emerged only for highly prioritized WM items but were eliminated when cues were less reliable, and pupil effects also increased with self-reported visual imagery strength. Conversely, gaze position consistently veered toward the cued item location, regardless of cue reliability. However, biased microsaccades occurred at a higher frequency when cues were more reliable, though only during a limited post-cue time window. Therefore, peripheral sensorimotor processing is sensitive to the task-relevance or functional state of internal WM content, but pupillary and eye movement WM signals show distinct profiles. These results highlight a potential role for early visual processing in maintaining multiple WM content dimensions.NEW & NOTEWORTHY Here, we found that working memory (WM)-driven ocular inflections-feature-specific pupillary and saccadic biases-were muted for memory items that were less behaviorally relevant. This work illustrates that functionally informative goal signals may extend as early as the sensorimotor periphery, that pupil size may be under more fine-grained control than originally thought, and that ocular signals carry multiple dimensions of cognitively relevant information.
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Affiliation(s)
- Yueying Dong
- Department of Cognitive Science, University of California, San Diego, California, United States
| | - Anastasia Kiyonaga
- Department of Cognitive Science, University of California, San Diego, California, United States
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23
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Abstract
Working memory enables us to bridge past sensory information to upcoming future behaviour. Accordingly, by its very nature, working memory is concerned with two components: the past and the future. Yet, in conventional laboratory tasks, these two components are often conflated, such as when sensory information in working memory is encoded and tested at the same location. We developed a task in which we dissociated the past (encoded location) and future (to-be-tested location) attributes of visual contents in working memory. This enabled us to independently track the utilisation of past and future memory attributes through gaze, as observed during mnemonic selection. Our results reveal the joint consideration of past and future locations. This was prevalent even at the single-trial level of individual saccades that were jointly biased to the past and future. This uncovers the rich nature of working memory representations, whereby both past and future memory attributes are retained and can be accessed together when memory contents become relevant for behaviour.
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Affiliation(s)
- Baiwei Liu
- Institute for Brain and Behavior Amsterdam, Department of Experimental and Applied Psychology, Vrije Universiteit AmsterdamAmsterdamNetherlands
| | - Zampeta-Sofia Alexopoulou
- Institute for Brain and Behavior Amsterdam, Department of Experimental and Applied Psychology, Vrije Universiteit AmsterdamAmsterdamNetherlands
| | - Freek van Ede
- Institute for Brain and Behavior Amsterdam, Department of Experimental and Applied Psychology, Vrije Universiteit AmsterdamAmsterdamNetherlands
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24
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Arató J, Rothkopf CA, Fiser J. Eye movements reflect active statistical learning. J Vis 2024; 24:17. [PMID: 38819805 PMCID: PMC11146064 DOI: 10.1167/jov.24.5.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 04/23/2024] [Indexed: 06/01/2024] Open
Abstract
What is the link between eye movements and sensory learning? Although some theories have argued for an automatic interaction between what we know and where we look that continuously modulates human information gathering behavior during both implicit and explicit learning, there exists limited experimental evidence supporting such an ongoing interplay. To address this issue, we used a visual statistical learning paradigm combined with a gaze-contingent stimulus presentation and manipulated the explicitness of the task to explore how learning and eye movements interact. During both implicit exploration and explicit visual learning of unknown composite visual scenes, spatial eye movement patterns systematically and gradually changed in accordance with the underlying statistical structure of the scenes. Moreover, the degree of change was directly correlated with the amount and type of knowledge the observers acquired. This suggests that eye movements are potential indicators of active learning, a process where long-term knowledge, current visual stimuli and an inherent tendency to reduce uncertainty about the visual environment jointly determine where we look.
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Affiliation(s)
- József Arató
- Department of Cognitive Science, Central European University, Vienna, Austria
- Center for Cognitive Computation, Central European University, Vienna, Austria
- Vienna Cognitive Science Hub, University of Vienna, Vienna, Austria
| | - Constantin A Rothkopf
- Center for Cognitive Science & Institute of Psychology, Technical University of Darmstadt, Darmstadt, Germany
- Frankfurt Institute for Advanced Studies, Goethe University, Frankfurt, Germany
| | - József Fiser
- Department of Cognitive Science, Central European University, Vienna, Austria
- Center for Cognitive Computation, Central European University, Vienna, Austria
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25
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Gupta RS, Simmons AN, Dugas NN, Stout DM, Harlé KM. Motivational context and neurocomputation of stop expectation moderate early attention responses supporting proactive inhibitory control. Front Hum Neurosci 2024; 18:1357868. [PMID: 38628969 PMCID: PMC11019005 DOI: 10.3389/fnhum.2024.1357868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 03/18/2024] [Indexed: 04/19/2024] Open
Abstract
Alterations in attention to cues signaling the need for inhibitory control play a significant role in a wide range of psychopathology. However, the degree to which motivational and attentional factors shape the neurocomputations of proactive inhibitory control remains poorly understood. The present study investigated how variation in monetary incentive valence and stake modulate the neurocomputational signatures of proactive inhibitory control. Adults (N = 46) completed a Stop-Signal Task (SST) with concurrent EEG recording under four conditions associated with stop performance feedback: low and high punishment (following unsuccessful stops) and low and high reward (following successful stops). A Bayesian learning model was used to infer individual's probabilistic expectations of the need to stop on each trial: P(stop). Linear mixed effects models were used to examine whether interactions between motivational valence, stake, and P(stop) parameters predicted P1 and N1 attention-related event-related potentials (ERPs) time-locked to the go-onset stimulus. We found that P1 amplitudes increased at higher levels of P(stop) in punished but not rewarded conditions, although P1 amplitude differences between punished and rewarded blocks were maximal on trials when the need to inhibit was least expected. N1 amplitudes were positively related to P(stop) in the high punishment condition (low N1 amplitude), but negatively related to P(stop) in the high reward condition (high N1 amplitude). Critically, high P(stop)-related N1 amplitude to the go-stimulus predicted behavioral stop success during the high reward block, providing evidence for the role of motivationally relevant context and inhibitory control expectations in modulating the proactive allocation of attentional resources that affect inhibitory control. These findings provide novel insights into the neurocomputational mechanisms underlying proactive inhibitory control under valence-dependent motivational contexts, setting the stage for developing motivation-based interventions that boost inhibitory control.
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Affiliation(s)
- Resh S. Gupta
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, United States
| | - Alan N. Simmons
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Nathalie N. Dugas
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Daniel M. Stout
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Katia M. Harlé
- Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
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26
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Formica S, Palenciano AF, Vermeylen L, Myers NE, Brass M, González-García C. Internal attention modulates the functional state of novel stimulus-response associations in working memory. Cognition 2024; 245:105739. [PMID: 38340528 DOI: 10.1016/j.cognition.2024.105739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 01/22/2024] [Accepted: 02/04/2024] [Indexed: 02/12/2024]
Abstract
Information in working memory (WM) is crucial for guiding behavior. However, not all WM representations are equally relevant simultaneously. Current theoretical frameworks propose a functional dissociation between 'latent' and 'active' states, in which relevant representations are prioritized into an optimal (active) state to face current demands, while relevant information that is not immediately needed is maintained in a dormant (latent) state. In this context, task demands can induce rapid and flexible prioritization of information from latent to active state. Critically, these functional states have been primarily studied using simple visual memories, with attention selecting and prioritizing relevant representations to serve as templates to guide subsequent behavior. It remains unclear whether more complex WM representations, such as novel stimulus-response associations, can also be prioritized into different functional states depending on their task relevance, and if so how these different formats relate to each other. In the present study, we investigated whether novel WM-guided actions can be brought into different functional states depending on current task demands. Our results reveal that planned actions can be flexibly prioritized when needed and show how their functional state modulates their influence on ongoing behavior. Moreover, they suggest the representations of novel actions of different functional states are maintained in WM via a non-orthogonal coding scheme, thus are prone to interference.
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Affiliation(s)
- Silvia Formica
- Berlin School of Mind and Brain, Department of Psychology, Humboldt Universität zu Berlin, Berlin 10117, Germany.
| | - Ana F Palenciano
- Mind, Brain, and Behavior Research Center, University of Granada, Granada 18071, Spain
| | - Luc Vermeylen
- Department of Experimental Psychology, Ghent University, Ghent 9000, Belgium
| | - Nicholas E Myers
- School of Psychology, University of Nottingham, Nottingham NG7 2RD, UK
| | - Marcel Brass
- Berlin School of Mind and Brain, Department of Psychology, Humboldt Universität zu Berlin, Berlin 10117, Germany
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27
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Gresch D, Boettcher SEP, van Ede F, Nobre AC. Shifting attention between perception and working memory. Cognition 2024; 245:105731. [PMID: 38278040 DOI: 10.1016/j.cognition.2024.105731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 11/02/2023] [Accepted: 01/18/2024] [Indexed: 01/28/2024]
Abstract
Most everyday tasks require shifting the focus of attention between sensory signals in the external environment and internal contents in working memory. To date, shifts of attention have been investigated within each domain, but shifts between the external and internal domain remain poorly understood. We developed a combined perception and working-memory task to investigate and compare the consequences of shifting spatial attention within and between domains in the service of a common orientation-reproduction task. Participants were sequentially cued to attend to items either in working memory or to an upcoming sensory stimulation. Stay trials provided a baseline condition, while shift trials required participants to shift their attention to another item within the same or different domain. Validating our experimental approach, we found evidence that participants shifted attention effectively in either domain (Experiment 1). In addition, we observed greater costs when transitioning attention between as compared to within domains (Experiments 1, 2). Strikingly, these costs persisted even when participants were given more time to complete the attentional shift (Experiment 2). Biases in fixational gaze behaviour tracked attentional orienting in both domains, but revealed no latency or magnitude difference for within- versus between-domain shifts (Experiment 1). Collectively, the results from Experiments 1 and 2 suggest that shifting between attentional domains might be regulated by a unique control function. Our results break new ground for exploring the ubiquitous act of shifting attention between perception and working memory to guide adaptive behaviour in everyday cognition.
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Affiliation(s)
- Daniela Gresch
- Department of Experimental Psychology, University of Oxford, Oxford, UK; Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK.
| | - Sage E P Boettcher
- Department of Experimental Psychology, University of Oxford, Oxford, UK; Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK.
| | - Freek van Ede
- Institute for Brain and Behavior Amsterdam, Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, the Netherlands.
| | - Anna C Nobre
- Department of Experimental Psychology, University of Oxford, Oxford, UK; Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, UK; Wu Tsai Institute, Yale University, New Haven, CT, USA; Department of Psychology, Yale University, New Haven, CT, USA.
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28
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Shi D, Yu Q. Distinct neural signatures underlying information maintenance and manipulation in working memory. Cereb Cortex 2024; 34:bhae063. [PMID: 38436467 DOI: 10.1093/cercor/bhae063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/04/2024] [Accepted: 02/05/2024] [Indexed: 03/05/2024] Open
Abstract
Previous working memory research has demonstrated robust stimulus representations during memory maintenance in both voltage and alpha-band activity in electroencephalography. However, the exact functions of these 2 neural signatures have remained controversial. Here we systematically investigated their respective contributions to memory manipulation. Human participants either maintained a previously seen spatial location, or manipulated the location following a mental rotation cue over a delay. Using multivariate decoding, we observed robust location representations in low-frequency voltage and alpha-band oscillatory activity with distinct spatiotemporal dynamics: location representations were most evident in posterior channels in alpha-band activity, but were most prominent in the more anterior, central channels in voltage signals. Moreover, the temporal emergence of manipulated representation in central voltage preceded that in posterior alpha-band activity, suggesting that voltage might carry stimulus-specific source signals originated internally from anterior cortex, whereas alpha-band activity might reflect feedback signals in posterior cortex received from higher-order cortex. Lastly, while location representations in both signals were coded in a low-dimensional neural subspace, location representation in central voltage was higher-dimensional and underwent a representational transformation that exclusively predicted memory behavior. Together, these results highlight the crucial role of central voltage in working memory, and support functional distinctions between voltage and alpha-band activity.
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Affiliation(s)
- Dongping Shi
- Institute of Neuroscience, Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Qing Yu
- Institute of Neuroscience, Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China
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29
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Bueno FD, Nobre AC, Cravo AM. Time for What? Dissociating Explicit Timing Tasks through Electrophysiological Signatures. eNeuro 2024; 11:ENEURO.0351-23.2023. [PMID: 38272676 PMCID: PMC10884563 DOI: 10.1523/eneuro.0351-23.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/17/2023] [Accepted: 12/04/2023] [Indexed: 01/27/2024] Open
Abstract
Estimating durations between hundreds of milliseconds and seconds is essential for several daily tasks. Explicit timing tasks, which require participants to estimate durations to make a comparison (time for perception) or to reproduce them (time for action), are often used to investigate psychological and neural timing mechanisms. Recent studies have proposed that mechanisms may depend on specific task requirements. In this study, we conducted electroencephalogram (EEG) recordings on human participants as they estimated intervals in different task contexts to investigate the extent to which timing mechanisms depend on the nature of the task. We compared the neural processing of identical visual reference stimuli in two different tasks, in which stimulus durations were either perceptually compared or motorically reproduced in separate experimental blocks. Using multivariate pattern analyses, we could successfully decode the duration and the task of reference stimuli. We found evidence for both overlapping timing mechanisms across tasks as well as recruitment of task-dependent processes for comparing intervals for different purposes. Our findings suggest both core and specialized timing functions are recruited to support explicit timing tasks.
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Affiliation(s)
- Fernanda D Bueno
- Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), São Bernardo do Campo 09606-045, Brazil
| | - Anna C Nobre
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford OX3 7JX, United Kingdom
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, United Kingdom
| | - André M Cravo
- Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), São Bernardo do Campo 09606-045, Brazil
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30
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Yu X, Rahim RA, Geng JJ. Task-adaptive changes to the target template in response to distractor context: Separability versus similarity. J Exp Psychol Gen 2024; 153:564-572. [PMID: 37917441 PMCID: PMC10843062 DOI: 10.1037/xge0001507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2023]
Abstract
Theories of attention hypothesize the existence of an attentional template that contains target features in working or long-term memory. It is frequently assumed that the template contains a veridical copy of the target, but recent studies suggest that this is not true when the distractors are linearly separable from the target. In such cases, target representations shift "off-veridical" in response to the distractor context, presumably because doing so is adaptive and increases the representational distinctiveness of targets from distractors. However, some have argued that the shifts may be entirely explained by perceptual biases created by simultaneous color contrast. Here we address this debate and test the more general hypothesis that the target template is adaptively shaped by elements of the distractor context needed to distinguish targets from distractors. We used a two-dimensional target and separately manipulated the linear separability of one dimension (color) and the visual similarity of the other (orientation). We found that target shifting along the linearly separable color dimension was dependent on the similarity of targets-to-distractors along the other dimension. The target representations were consistent with a postexperiment strategy questionnaire in which participants reported using color more when orientation was hard to use, and orientation more when it was easier to use. We conclude that the target template is task-adaptive and exploit features in the distractor context that most predictably distinguish targets from distractors to increase visual search efficiency. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Xinger Yu
- Center for Mind and Brain, University of California, Davis
| | - Raisa A. Rahim
- Center for Mind and Brain, University of California, Davis
| | - Joy J. Geng
- Center for Mind and Brain, University of California, Davis
- Department of Psychology, University of California, Davis
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31
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de Lafuente V, Jazayeri M, Merchant H, García-Garibay O, Cadena-Valencia J, Malagón AM. Keeping time and rhythm by internal simulation of sensory stimuli and behavioral actions. SCIENCE ADVANCES 2024; 10:eadh8185. [PMID: 38198556 PMCID: PMC10780886 DOI: 10.1126/sciadv.adh8185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 12/11/2023] [Indexed: 01/12/2024]
Abstract
Effective behavior often requires synchronizing our actions with changes in the environment. Rhythmic changes in the environment are easy to predict, and we can readily time our actions to them. Yet, how the brain encodes and maintains rhythms is not known. Here, we trained primates to internally maintain rhythms of different tempos and performed large-scale recordings of neuronal activity across the sensory-motor hierarchy. Results show that maintaining rhythms engages multiple brain areas, including visual, parietal, premotor, prefrontal, and hippocampal regions. Each recorded area displayed oscillations in firing rates and oscillations in broadband local field potential power that reflected the temporal and spatial characteristics of an internal metronome, which flexibly encoded fast, medium, and slow tempos. The presence of widespread metronome-related activity, in the absence of stimuli and motor activity, suggests that internal simulation of stimuli and actions underlies timekeeping and rhythm maintenance.
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Affiliation(s)
- Victor de Lafuente
- Institute of Neurobiology, National Autonomous University of Mexico, Boulevard Juriquilla 3001, Querétaro, QRO 76230, México
| | - Mehrdad Jazayeri
- Department of Brain and Cognitive Sciences, McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Hugo Merchant
- Institute of Neurobiology, National Autonomous University of Mexico, Boulevard Juriquilla 3001, Querétaro, QRO 76230, México
| | - Otto García-Garibay
- Institute of Neurobiology, National Autonomous University of Mexico, Boulevard Juriquilla 3001, Querétaro, QRO 76230, México
| | - Jaime Cadena-Valencia
- Institute of Neurobiology, National Autonomous University of Mexico, Boulevard Juriquilla 3001, Querétaro, QRO 76230, México
- Faculty of Science and Medicine, Department of Neurosciences and Movement Sciences, University of Fribourg, Fribourg 1700, Switzerland
- Cognitive Neuroscience Laboratory, German Primate Center—Leibniz Institute for Primate Research, Göttingen 37077, Germany
| | - Ana M. Malagón
- Institute of Neurobiology, National Autonomous University of Mexico, Boulevard Juriquilla 3001, Querétaro, QRO 76230, México
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32
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Margolles P, Elosegi P, Mei N, Soto D. Unconscious Manipulation of Conceptual Representations with Decoded Neurofeedback Impacts Search Behavior. J Neurosci 2024; 44:e1235232023. [PMID: 37985180 PMCID: PMC10866193 DOI: 10.1523/jneurosci.1235-23.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/04/2023] [Accepted: 10/26/2023] [Indexed: 11/22/2023] Open
Abstract
The necessity of conscious awareness in human learning has been a long-standing topic in psychology and neuroscience. Previous research on non-conscious associative learning is limited by the low signal-to-noise ratio of the subliminal stimulus, and the evidence remains controversial, including failures to replicate. Using functional MRI decoded neurofeedback, we guided participants from both sexes to generate neural patterns akin to those observed when visually perceiving real-world entities (e.g., dogs). Importantly, participants remained unaware of the actual content represented by these patterns. We utilized an associative DecNef approach to imbue perceptual meaning (e.g., dogs) into Japanese hiragana characters that held no inherent meaning for our participants, bypassing a conscious link between the characters and the dogs concept. Despite their lack of awareness regarding the neurofeedback objective, participants successfully learned to activate the target perceptual representations in the bilateral fusiform. The behavioral significance of our training was evaluated in a visual search task. DecNef and control participants searched for dogs or scissors targets that were pre-cued by the hiragana used during DecNef training or by a control hiragana. The DecNef hiragana did not prime search for its associated target but, strikingly, participants were impaired at searching for the targeted perceptual category. Hence, conscious awareness may function to support higher-order associative learning. Meanwhile, lower-level forms of re-learning, modification, or plasticity in existing neural representations can occur unconsciously, with behavioral consequences outside the original training context. The work also provides an account of DecNef effects in terms of neural representational drift.
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Affiliation(s)
- Pedro Margolles
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
- Universidad del País Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), Leioa, Bizkaia 48940, Spain
| | - Patxi Elosegi
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
- Universidad del País Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), Leioa, Bizkaia 48940, Spain
| | - Ning Mei
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
| | - David Soto
- Basque Center on Cognition, Brain and Language (BCBL), Donostia - San Sebastián, Gipuzkoa 20009, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Bizkaia 48009, Spain
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33
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Zhou Z, Geng JJ. Learned associations serve as target proxies during difficult but not easy visual search. Cognition 2024; 242:105648. [PMID: 37897882 DOI: 10.1016/j.cognition.2023.105648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 10/03/2023] [Accepted: 10/12/2023] [Indexed: 10/30/2023]
Abstract
The target template contains information in memory that is used to guide attention during visual search and is typically thought of as containing features of the actual target object. However, when targets are hard to find, it is advantageous to use other information in the visual environment that is predictive of the target's location to help guide attention. The purpose of these studies was to test if newly learned associations between face and scene category images lead observers to use scene information as a proxy for the face target. Our results showed that scene information was used as a proxy for the target to guide attention but only when the target face was difficult to discriminate from the distractor face; when the faces were easy to distinguish, attention was no longer guided by the scene unless the scene was presented earlier. The results suggest that attention is flexibly guided by both target features as well as features of objects that are predictive of the target location. The degree to which each contributes to guiding attention depends on the efficiency with which that information can be used to decode the location of the target in the current moment. The results contribute to the view that attentional guidance is highly flexible in its use of information to rapidly locate the target.
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Affiliation(s)
- Zhiheng Zhou
- Center for Mind and Brain, University of California, 267 Cousteau Place, Davis, CA 95618, USA.
| | - Joy J Geng
- Center for Mind and Brain, University of California, 267 Cousteau Place, Davis, CA 95618, USA; Department of Psychology, University of California, One Shields Ave, Davis, CA 95616, USA.
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34
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Park HB, Zhang W. The dynamics of attentional guidance by working memory contents. Cognition 2024; 242:105638. [PMID: 37839251 PMCID: PMC10843273 DOI: 10.1016/j.cognition.2023.105638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 07/16/2023] [Accepted: 10/05/2023] [Indexed: 10/17/2023]
Abstract
Working memory (WM) contents can guide attention toward matching sensory information in the environment, but there are mixed findings regarding whether only a single prioritized item or multiple items held in WM can guide attention. The present study examines the limit of WM-guided attention with a novel task procedure and mouse trajectory analysis. Specifically, we introduced a perceptual-matching task utilizing the continuous estimation procedure within the maintenance interval of a WM task for one or two colors. We found that the overall perceptual matching mouse trajectory were robustly biased toward the location of WM-match color on the color-wheel (i.e., attraction bias), but only at memory set size one. However, the analysis of circular mouse trajectory distributions, through hierarchical Bayesian modeling, revealed two separable central peaks at both memory set sizes. Furthermore, model-free analysis demonstrated that the perceptual matching mouse trajectory patterns were similar regardless of memory set sizes. Together, these results support the single-item account and highlight the utility of mouse trajectory analyses in hypothesis testing in experimental psychology.
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Affiliation(s)
- Hyung-Bum Park
- Institute for Mind and Biology, The University of Chicago, Biopsychological Sciences Building (BPSB), 940 E 57th St., Chicago, IL 60637, USA; Department of Psychology, University of California, 900 University Ave., Riverside, CA 92521, USA.
| | - Weiwei Zhang
- Department of Psychology, University of California, 900 University Ave., Riverside, CA 92521, USA
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35
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Buonomano DV, Buzsáki G, Davachi L, Nobre AC. Time for Memories. J Neurosci 2023; 43:7565-7574. [PMID: 37940593 PMCID: PMC10634580 DOI: 10.1523/jneurosci.1430-23.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 08/22/2023] [Accepted: 08/25/2023] [Indexed: 11/10/2023] Open
Abstract
The ability to store information about the past to dynamically predict and prepare for the future is among the most fundamental tasks the brain performs. To date, the problems of understanding how the brain stores and organizes information about the past (memory) and how the brain represents and processes temporal information for adaptive behavior have generally been studied as distinct cognitive functions. This Symposium explores the inherent link between memory and temporal cognition, as well as the potential shared neural mechanisms between them. We suggest that working memory and implicit timing are interconnected and may share overlapping neural mechanisms. Additionally, we explore how temporal structure is encoded in associative and episodic memory and, conversely, the influences of episodic memory on subsequent temporal anticipation and the perception of time. We suggest that neural sequences provide a general computational motif that contributes to timing and working memory, as well as the spatiotemporal coding and recall of episodes.
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Affiliation(s)
- Dean V Buonomano
- Department of Neurobiology, University of California, Los Angeles, California 90095
- Department of Psychology, University of California, Los Angeles, Los Angeles, California 90095
- Integrative Center for Learning and Memory, UCLA, Los Angeles, California 90025
| | - György Buzsáki
- Neuroscience Institute and Department of Neurology, NYU Grossman School of Medicine, New York University, New York, New York 10016
- Center for Neural Science, New York University, New York, New York 10003
| | - Lila Davachi
- Department of Psychology, Columbia University, New York, New York 10027
- Center for Clinical Research, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, New York 10962
| | - Anna C Nobre
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, United Kingdom
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford OX3 7JX, United Kingdom
- Department of Psychology, Yale University, New Haven, Connecticut 06510
- Wu Tsai Center for Neurocognition and Behavior, Wu Tsai Institute, Yale University, New Haven, Connecticut 06510
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36
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Favila SE, Aly M. Hippocampal mechanisms resolve competition in memory and perception. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.09.561548. [PMID: 37873400 PMCID: PMC10592663 DOI: 10.1101/2023.10.09.561548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Behaving adaptively requires selection of relevant memories and sensations and suppression of competing ones. We hypothesized that these mechanisms are linked, such that hippocampal computations that resolve competition in memory also shape the precision of sensory representations to guide selective attention. We leveraged f MRI-based pattern similarity, receptive field modeling, and eye tracking to test this hypothesis in humans performing a memory-dependent visual search task. In the hippocampus, differentiation of competing memories predicted the precision of memory-guided eye movements. In visual cortex, preparatory coding of remembered target locations predicted search successes, whereas preparatory coding of competing locations predicted search failures due to interference. These effects were linked: stronger hippocampal memory differentiation was associated with lower competitor activation in visual cortex, yielding more precise preparatory representations. These results demonstrate a role for memory differentiation in shaping the precision of sensory representations, highlighting links between mechanisms that overcome competition in memory and perception.
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Affiliation(s)
- Serra E Favila
- Department of Psychology, Columbia University, New York, NY, 10027
| | - Mariam Aly
- Department of Psychology, Columbia University, New York, NY, 10027
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37
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Zhou T, Kawasaki K, Suzuki T, Hasegawa I, Roe AW, Tanigawa H. Mapping information flow between the inferotemporal and prefrontal cortices via neural oscillations in memory retrieval and maintenance. Cell Rep 2023; 42:113169. [PMID: 37740917 DOI: 10.1016/j.celrep.2023.113169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 08/15/2023] [Accepted: 09/07/2023] [Indexed: 09/25/2023] Open
Abstract
Interaction between the inferotemporal (ITC) and prefrontal (PFC) cortices is critical for retrieving information from memory and maintaining it in working memory. Neural oscillations provide a mechanism for communication between brain regions. However, it remains unknown how information flow via neural oscillations is functionally organized in these cortices during these processes. In this study, we apply Granger causality analysis to electrocorticographic signals from both cortices of monkeys performing visual association tasks to map information flow. Our results reveal regions within the ITC where information flow to and from the PFC increases via specific frequency oscillations to form clusters during memory retrieval and maintenance. Theta-band information flow in both directions increases in similar regions in both cortices, suggesting reciprocal information exchange in those regions. These findings suggest that specific subregions function as nodes in the memory information-processing network between the ITC and the PFC.
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Affiliation(s)
- Tao Zhou
- Department of Neurosurgery of the Second Affiliated Hospital and Interdisciplinary Institute of Neuroscience and Technology, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou, China; MOE Frontier Science Center for Brain Science and Brain-Machine Integration, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou, China
| | - Keisuke Kawasaki
- Department of Physiology, Niigata University School of Medicine, Niigata, Niigata 951-8501, Japan
| | - Takafumi Suzuki
- Center for Information and Neural Networks, National Institute of Information and Communications Technology, Suita, Osaka 565-0871, Japan; Osaka University, Suita, Osaka 565-0871, Japan
| | - Isao Hasegawa
- Department of Physiology, Niigata University School of Medicine, Niigata, Niigata 951-8501, Japan
| | - Anna Wang Roe
- Department of Neurosurgery of the Second Affiliated Hospital and Interdisciplinary Institute of Neuroscience and Technology, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou, China; MOE Frontier Science Center for Brain Science and Brain-Machine Integration, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou, China.
| | - Hisashi Tanigawa
- Department of Neurosurgery of the Second Affiliated Hospital and Interdisciplinary Institute of Neuroscience and Technology, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou, China; MOE Frontier Science Center for Brain Science and Brain-Machine Integration, School of Brain Science and Brain Medicine, Zhejiang University, Hangzhou, China; Department of Physiology, Niigata University School of Medicine, Niigata, Niigata 951-8501, Japan.
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38
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Manning C, Scerif G. Understanding perceptual decisions by studying development and neurodiversity. CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE 2023; 32:300-306. [PMID: 37547284 PMCID: PMC7614885 DOI: 10.1177/09637214231162369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
A cornerstone of human information processing is how we make decisions about incoming sensory percepts. Much of psychological science has focused on understanding how these judgements operate in skilled adult observers. While not typically the focus of this research, there is considerable variability in how adults make these judgements. Here, we review complementary computational modelling, electrophysiological data, eye-tracking and longitudinal approaches to the study of perceptual decisions across neurotypical development and in neurodivergent individuals. These data highlight multiple parameters and temporal dynamics feeding into how we become skilled adult perceptual decision makers, and which may help explain why we vary so much in how we make perceptual decisions.
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Affiliation(s)
- Catherine Manning
- School of Psychology and Clinical Language Sciences, University of Reading, UK
- Department of Experimental Psychology, University of Oxford, UK
| | - Gaia Scerif
- Department of Experimental Psychology, University of Oxford, UK
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39
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Nobre AC, van Ede F. Attention in flux. Neuron 2023; 111:971-986. [PMID: 37023719 DOI: 10.1016/j.neuron.2023.02.032] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/20/2023] [Accepted: 02/22/2023] [Indexed: 04/08/2023]
Abstract
Selective attention comprises essential infrastructural functions supporting cognition-anticipating, prioritizing, selecting, routing, integrating, and preparing signals to guide adaptive behavior. Most studies have examined its consequences, systems, and mechanisms in a static way, but attention is at the confluence of multiple sources of flux. The world advances, we operate within it, our minds change, and all resulting signals progress through multiple pathways within the dynamic networks of our brains. Our aim in this review is to raise awareness of and interest in three important facets of how timing impacts our understanding of attention. These include the challenges posed to attention by the timing of neural processing and psychological functions, the opportunities conferred to attention by various temporal structures in the environment, and how tracking the time courses of neural and behavioral modulations with continuous measures yields surprising insights into the workings and principles of attention.
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Affiliation(s)
- Anna C Nobre
- Department of Experimental Psychology, University of Oxford, Oxford OX2 6GG, UK; Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford OX3 7JX, UK.
| | - Freek van Ede
- Institute for Brain and Behavior Amsterdam, Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam 1081BT, the Netherlands.
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40
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Yu X, Zhou Z, Becker SI, Boettcher SEP, Geng JJ. Good-enough attentional guidance. Trends Cogn Sci 2023; 27:391-403. [PMID: 36841692 DOI: 10.1016/j.tics.2023.01.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 01/24/2023] [Accepted: 01/25/2023] [Indexed: 02/27/2023]
Abstract
Theories of attention posit that attentional guidance operates on information held in a target template within memory. The template is often thought to contain veridical target features, akin to a photograph, and to guide attention to objects that match the exact target features. However, recent evidence suggests that attentional guidance is highly flexible and often guided by non-veridical features, a subset of features, or only associated features. We integrate these findings and propose that attentional guidance maximizes search efficiency based on a 'good-enough' principle to rapidly localize candidate target objects. Candidates are then serially interrogated to make target-match decisions using more precise information. We suggest that good-enough guidance optimizes the speed-accuracy-effort trade-offs inherent in each stage of visual search.
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Affiliation(s)
- Xinger Yu
- Center for Mind and Brain, University of California Davis, Davis, CA, USA; Department of Psychology, University of California Davis, Davis, CA, USA
| | - Zhiheng Zhou
- Center for Mind and Brain, University of California Davis, Davis, CA, USA
| | - Stefanie I Becker
- School of Psychology, University of Queensland, Brisbane, QLD, Australia
| | | | - Joy J Geng
- Center for Mind and Brain, University of California Davis, Davis, CA, USA; Department of Psychology, University of California Davis, Davis, CA, USA.
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41
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Crossley M, Benjamin PR, Kemenes G, Staras K, Kemenes I. A circuit mechanism linking past and future learning through shifts in perception. SCIENCE ADVANCES 2023; 9:eadd3403. [PMID: 36961898 PMCID: PMC10038338 DOI: 10.1126/sciadv.add3403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 02/17/2023] [Indexed: 06/18/2023]
Abstract
Long-term memory formation is energetically costly. Neural mechanisms that guide an animal to identify fruitful associations therefore have important survival benefits. Here, we elucidate a circuit mechanism in Lymnaea, which enables past memory to shape new memory formation through changes in perception. Specifically, strong classical conditioning drives a positive shift in perception that facilitates the robust learning of a subsequent and otherwise ineffective weak association. Circuit dissection approaches reveal the neural control network responsible, characterized by a mutual inhibition motif. This both sets perceptual state and acts as the master controller for gating new learning. Pharmacological circuit manipulation in vivo fully substitutes for strong paradigm learning, shifting the network into a more receptive state to enable subsequent weak paradigm learning. Thus, perceptual change provides a conduit to link past and future memory storage. We propose that this mechanism alerts animals to learning-rich periods, lowering the threshold for new memory acquisition.
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42
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Levin EJ, Brissenden JA, Fengler A, Badre D. Predicted utility modulates working memory fidelity in the brain. Cortex 2023; 160:115-133. [PMID: 36841093 PMCID: PMC10023440 DOI: 10.1016/j.cortex.2022.09.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/15/2022] [Accepted: 09/10/2022] [Indexed: 02/04/2023]
Abstract
The predicted utility of information stored in working memory (WM) is hypothesized to influence the strategic allocation of WM resources. Prior work has shown that when information is prioritized, it is remembered with greater precision relative to other remembered items. However, these paradigms often complicate interpretation of the effects of predicted utility on item fidelity due to a concurrent memory load. Likewise, no fMRI studies have examined whether the predicted utility of an item modulates fidelity in the neural representation of items during the memory delay without a concurrent load. In the current study, we used fMRI to investigate whether predicted utility influences fidelity of WM representations in the brain. Using a generative model multivoxel analysis approach to estimate the quality of remembered representations across predicted utility conditions, we observed that items with greater predicted utility are maintained in memory with greater fidelity, even when they are the only item being maintained. Further, we found that this pattern follows a parametric relationship where more predicted utility corresponded to greater fidelity. These precision differences could not be accounted for based on a redistribution of resources among already-remembered items. Rather, we interpret these results in terms of a gating mechanism that allows for pre-allocation of resources based on predicted value alone. This evidence supports a theoretical distinction between resource allocation that occurs as a result of load and resource pre-allocation that occurs as a result of predicted utility.
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Affiliation(s)
- Emily J Levin
- Department of Cognitive, Linguistic, and Psychological Sciences, USA; University of Pittsburgh, School of Medicine, USA.
| | - James A Brissenden
- Department of Psychology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Alexander Fengler
- Department of Cognitive, Linguistic, and Psychological Sciences, USA; Carney Institute for Brain Science, Brown University, USA
| | - David Badre
- Department of Cognitive, Linguistic, and Psychological Sciences, USA; Carney Institute for Brain Science, Brown University, USA
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43
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Han B, Zhang Y, Shen L, Mo L, Chen Q. Task demands modulate pre-stimulus alpha frequency and sensory template during bistable apparent motion perception. Cereb Cortex 2023; 33:1679-1692. [PMID: 35512283 DOI: 10.1093/cercor/bhac165] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 03/29/2022] [Accepted: 04/09/2022] [Indexed: 11/13/2022] Open
Abstract
Despite ambiguous environmental inputs, top-down attention biases our subjective perception toward the preferred percepts, via modulating prestimulus neural activity or inducing prestimulus sensory templates that carry concrete internal sensory representations of the preferred percepts. In contrast to frequent changes of behavioral goals in the typical cue-target paradigm, human beings are often engaged in a prolonged task state with only 1 specific behavioral goal. It remains unclear how prestimulus neural signals and sensory templates are modulated in the latter case. To answer this question in the present electroencephalogram study on human subjects, we manipulated sustained task demands toward one of the 2 possible percepts in the bistable Ternus display, emphasizing either temporal integration or segregation. First, the prestimulus peak alpha frequency, which gated the temporal window of temporal integration, was effectively modulated by task demands. Furthermore, time-resolved decoding analyses showed that task demands biased neural representations toward the preferred percepts after the full presentation of bottom-up stimuli. More importantly, sensory templates resembling the preferred percepts emerged even before the bottom-up sensory evidence were sufficient enough to induce explicit percepts. Taken together, task demands modulate both prestimulus alpha frequency and sensory templates, to eventually bias subjective perception toward the preferred percepts.
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Affiliation(s)
- Biao Han
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, South China Normal University, Guangzhou 510631, China.,Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Yanni Zhang
- School of Psychology, South China Normal University, Guangzhou 510631, China
| | - Lu Shen
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, South China Normal University, Guangzhou 510631, China.,Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Lei Mo
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, South China Normal University, Guangzhou 510631, China.,Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Qi Chen
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, South China Normal University, Guangzhou 510631, China.,Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
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44
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Karmazyn-Raz H, Smith LB. Sampling statistics are like story creation: a network analysis of parent-toddler exploratory play. Philos Trans R Soc Lond B Biol Sci 2023; 378:20210358. [PMID: 36571129 PMCID: PMC9791483 DOI: 10.1098/rstb.2021.0358] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 09/04/2022] [Indexed: 12/27/2022] Open
Abstract
Actions in the world elicit data for learning and do so in a stream of interconnected events. Here, we provide evidence on how toddlers with their parent sample information by acting on toys during exploratory play. We observed 10 min of free-flowing and unconstrained object exploration of by toddlers (mean age 21 months) and parents in a room with many available objects (n = 32). Borrowing concepts and measures from the study of narratives, we found that the toy selections are not a string of unrelated events but exhibit a suite of what we call coherence statistics: Zipfian distributions, burstiness and a network structure. We discuss the transient memory processes that underlie the moment-to-moment toy selections that create this coherence and the role of these statistics in the development of abstract and generalizable systems of knowledge. This article is part of the theme issue 'Concepts in interaction: social engagement and inner experiences'.
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Affiliation(s)
- Hadar Karmazyn-Raz
- Psychological and Brain Sciences, Indiana University, Bloomington, IN 47401, USA
| | - Linda B. Smith
- Psychological and Brain Sciences, Indiana University, Bloomington, IN 47401, USA
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45
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Interference between items stored for distinct tasks in visual working memory. Atten Percept Psychophys 2023:10.3758/s13414-023-02657-w. [PMID: 36720779 PMCID: PMC10372107 DOI: 10.3758/s13414-023-02657-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/09/2023] [Indexed: 02/02/2023]
Abstract
The action perspective on working memory suggests that memory representations are coded according to their specific temporal and behavioral task demands. This stands in contrast to theories that assume representations are stored in a task-agnostic format within a "common workspace". Here, we tested whether visual items that are memorized for different tasks are stored separately from one another or show evidence of inter-item interference during concurrent maintenance, indicating a common storage. In two experiments, we combined a framing memory task (memorize a motion direction for continuous direction report) with an embedded memory task (memorize a motion direction for a binary direction discrimination) that was placed within the retention period of the framing task. Even though the temporal and action demands were item specific, we observed two types of interference effects between the items: The embedded motion direction was (1) repulsed away and (2) degraded in precision by the motion direction of the item in the framing task. Repulsion and precision degradation increased with item similarity when both items were concurrently held in working memory. In contrast, perceptual and iconic memory control conditions revealed weaker repulsion overall and no interference effect on precision during the stimulus processing stages prior to working memory consolidation. Thus, additional inter-item interference arose uniquely within working memory. Together, our results present evidence that items that are stored for distinct tasks to be performed at distinct points in time, reside in a common workspace in working memory.
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46
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Abstract
Flexible behavior requires guidance not only by sensations that are available immediately but also by relevant mental contents carried forward through working memory. Therefore, selective-attention functions that modulate the contents of working memory to guide behavior (inside-out) are just as important as those operating on sensory signals to generate internal contents (outside-in). We review the burgeoning literature on selective attention in the inside-out direction and underscore its functional, flexible, and future-focused nature. We discuss in turn the purpose (why), targets (what), sources (when), and mechanisms (how) of selective attention inside working memory, using visual working memory as a model. We show how the study of internal selective attention brings new insights concerning the core cognitive processes of attention and working memory and how considering selective attention and working memory together paves the way for a rich and integrated understanding of how mind serves behavior.
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Affiliation(s)
- Freek van Ede
- Institute for Brain and Behavior Amsterdam, and Department of Experimental and Applied Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands;
| | - Anna C Nobre
- Departments of Experimental Psychology and Psychiatry, Oxford Centre for Human Brain Activity, and Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, United Kingdom;
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47
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Chen FW, Li CH, Kuo BC. Temporal expectation based on the duration variability modulates alpha oscillations during working memory retention. Neuroimage 2023; 265:119789. [PMID: 36481414 DOI: 10.1016/j.neuroimage.2022.119789] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 11/22/2022] [Accepted: 12/03/2022] [Indexed: 12/12/2022] Open
Abstract
While maintaining information over a delay of time, working memory (WM) also allows individuals to prepare the mnemonic contents for prospective utilisation. However, it remains unclear whether the expectation of the time of WM test could modulate neural responses during the retention interval of WM and subsequent performance. Here, we investigated whether temporal expectations based on the variability of delay duration can modulate 9-13 Hz alpha oscillations during WM retention and whether the expectation-induced alpha activity was associated with WM performance. Participants performed a retro-cueing WM task with magnetoencephalography (MEG) (Experiment 1) and a standard WM task with electroencephalography (EEG) (Experiment 2). The expectation of the timing of the WM test was manipulated by the temporal structure of the tasks with small or large variability in the delay durations. We showed that alpha oscillations during retention interval and WM performance varied with duration variability in both of the MEG and EEG experiments. The novel finding was greater alpha-power attenuation over the left frontal and parietal regions during WM retention when the duration variability was small and the test onset was predictable, compared to when the duration variability was large and the test onset was less predictable. Importantly, we observed a positive relationship in variability difference between the response benefit and alpha-power attenuation in the left posterior parietal regions at both MEG-source and EEG-electrode levels. Finally, we confirmed the behavioural benefit when a condition with a fixed delay-duration was included in a behavioural experiment (Experiment 3). When conjoined, the delay duration enables individuals to anticipate when the relevant information would be put to work, and alpha oscillations track the anticipatory states during WM maintenance.
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Affiliation(s)
- Fang-Wen Chen
- Department of Psychology, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei 10617, Taiwan
| | - Chun-Hui Li
- Department of Psychology, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei 10617, Taiwan
| | - Bo-Cheng Kuo
- Department of Psychology, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei 10617, Taiwan.
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48
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Roüast NM, Schönauer M. Continuously changing memories: a framework for proactive and non-linear consolidation. Trends Neurosci 2023; 46:8-19. [PMID: 36428193 DOI: 10.1016/j.tins.2022.10.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/10/2022] [Accepted: 10/27/2022] [Indexed: 11/23/2022]
Abstract
The traditional view of long-term memory is that memory traces mature in a predetermined 'linear' process: their neural substrate shifts from rapidly plastic medial temporal regions towards stable neocortical networks. We propose that memories remain malleable, not by repeated reinstantiations of this linear process but instead via dynamic routes of proactive and non-linear consolidation: memories change, their trajectory is flexible and reversible, and their physical basis develops continuously according to anticipated demands. Studies demonstrating memory updating, increasing hippocampal dependence to support adaptive use, and rapid neocortical plasticity provide evidence for continued non-linear consolidation. Although anticipated demand can affect all stages of memory formation, the extent to which it shapes the physical memory trace repeatedly and proactively will require further dedicated research.
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Affiliation(s)
- Nora Malika Roüast
- Institute for Psychology, Neuropsychology, University of Freiburg, Freiburg, Germany.
| | - Monika Schönauer
- Institute for Psychology, Neuropsychology, University of Freiburg, Freiburg, Germany.
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49
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Abstract
In this reflective piece on visual working memory, I depart from the laboriously honed skills of writing a review. Instead of integrating approaches, synthesizing evidence, and building a cohesive perspective, I scratch my head and share niggles and puzzlements. I expose where my scholarship and understanding are stumped by findings and standard views in the literature.
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50
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Postle BR. Get Stoke(s)d! Introduction to the Special Focus. J Cogn Neurosci 2022; 35:1-3. [PMID: 36306255 PMCID: PMC10023139 DOI: 10.1162/jocn_e_01938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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