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Ai H, Lin W, Liu C, Chen N, Zhang P. Mesoscale functional organization and connectivity of color, disparity, and naturalistic texture in human second visual area. eLife 2025; 13:RP93171. [PMID: 40111254 PMCID: PMC11925451 DOI: 10.7554/elife.93171] [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] [Indexed: 03/22/2025] Open
Abstract
Although parallel processing has been extensively studied in the low-level geniculostriate pathway and the high-level dorsal and ventral visual streams, less is known at the intermediate-level visual areas. In this study, we employed high-resolution fMRI at 7T to investigate the columnar and laminar organizations for color, disparity, and naturalistic texture in the human secondary visual cortex (V2), and their informational connectivity with lower- and higher-order visual areas. Although fMRI activations in V2 showed reproducible interdigitated color-selective thin and disparity-selective thick 'stripe' columns, we found no clear evidence of columnar organization for naturalistic textures. Cortical depth-dependent analyses revealed the strongest color-selectivity in the superficial layers of V2, along with both feedforward and feedback informational connectivity with V1 and V4. Disparity selectivity was similar across different cortical depths of V2, which showed significant feedforward and feedback connectivity with V1 and V3ab. Interestingly, the selectivity for naturalistic texture was strongest in the deep layers of V2, with significant feedback connectivity from V4. Thus, while local circuitry within cortical columns is crucial for processing color and disparity information, feedback signals from V4 are involved in generating the selectivity for naturalistic textures in area V2.
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Affiliation(s)
- Hailin Ai
- Department of Psychological and Cognitive Sciences, Tsinghua UniversityBeijingChina
| | - Weiru Lin
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of SciencesBeijingChina
- University of Chinese Academy of SciencesChangshaChina
| | - Chengwen Liu
- Department of Psychology and Cognition and Human Behavior Key Laboratory of Hunan Province, Hunan Normal UniversityHunanChina
- Center for Mind & Brain Sciences, Hunan Normal UniversityChangshChina
| | - Nihong Chen
- Department of Psychological and Cognitive Sciences, Tsinghua UniversityBeijingChina
- THU-IDG/McGovern Institute for Brain Research, Tsinghua UniversityBeijingChina
| | - Peng Zhang
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of SciencesBeijingChina
- University of Chinese Academy of SciencesChangshaChina
- Institute of Artificial Intelligence, Hefei Comprehensive National Science CenterHefeiChina
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2
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Krenz V, Alink A, Sommer T, Roozendaal B, Schwabe L. Time-dependent memory transformation in hippocampus and neocortex is semantic in nature. Nat Commun 2023; 14:6037. [PMID: 37758725 PMCID: PMC10533832 DOI: 10.1038/s41467-023-41648-1] [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: 07/06/2022] [Accepted: 09/11/2023] [Indexed: 09/29/2023] Open
Abstract
Memories undergo a time-dependent neural reorganization, which is assumed to be accompanied by a transformation from detailed to more gist-like memory. However, the nature of this transformation and its underlying neural mechanisms are largely unknown. Here, we report that the time-dependent transformation of memory is semantic in nature, while we find no credible evidence for a perceptual transformation. Model-based MRI analyses reveal time-dependent increases in semantically transformed representations of events in prefrontal and parietal cortices, while specific pattern representations in the anterior hippocampus decline over time. Posterior hippocampal memory reinstatement, in turn, increases over time and is linked to the semantic gist of the original memory, without a statistically significant link to perceptual details. These findings indicate that qualitative changes in memory over time, associated with distinct representational changes in the neocortex and within the hippocampus, reflect a semantic transformation, which may promote the integration of memories into abstract knowledge structures.
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Affiliation(s)
- Valentina Krenz
- Department of Cognitive Psychology, Institute of Psychology, Universität Hamburg, Von-Melle-Park 5, 20146, Hamburg, Germany
| | - Arjen Alink
- Department of General Psychology, Institute of Psychology, Universität Hamburg, Von-Melle-Park 11, 20146, Hamburg, Germany
- Department of Systems Neuroscience, University Medical Centre Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Tobias Sommer
- Department of Systems Neuroscience, University Medical Centre Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Benno Roozendaal
- Department of Cognitive Neuroscience, Radboud University Medical Center, 6500 HB, Nijmegen, The Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Kapittelweg 29, 6525 EN, Nijmegen, The Netherlands
| | - Lars Schwabe
- Department of Cognitive Psychology, Institute of Psychology, Universität Hamburg, Von-Melle-Park 5, 20146, Hamburg, Germany.
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3
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Crivelli-Decker J, Clarke A, Park SA, Huffman DJ, Boorman ED, Ranganath C. Goal-oriented representations in the human hippocampus during planning and navigation. Nat Commun 2023; 14:2946. [PMID: 37221176 PMCID: PMC10206082 DOI: 10.1038/s41467-023-35967-6] [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: 09/07/2021] [Accepted: 01/10/2023] [Indexed: 05/25/2023] Open
Abstract
Recent work in cognitive and systems neuroscience has suggested that the hippocampus might support planning, imagination, and navigation by forming cognitive maps that capture the abstract structure of physical spaces, tasks, and situations. Navigation involves disambiguating similar contexts, and the planning and execution of a sequence of decisions to reach a goal. Here, we examine hippocampal activity patterns in humans during a goal-directed navigation task to investigate how contextual and goal information are incorporated in the construction and execution of navigational plans. During planning, hippocampal pattern similarity is enhanced across routes that share a context and a goal. During navigation, we observe prospective activation in the hippocampus that reflects the retrieval of pattern information related to a key-decision point. These results suggest that, rather than simply representing overlapping associations or state transitions, hippocampal activity patterns are shaped by context and goals.
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Affiliation(s)
- Jordan Crivelli-Decker
- Center for Neuroscience, University of California, Davis, CA, USA.
- Department of Psychology, University of California, Davis, CA, USA.
| | - Alex Clarke
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Seongmin A Park
- Center for Neuroscience, University of California, Davis, CA, USA
- Center for Mind and Brain, University of California, Davis, CA, USA
| | - Derek J Huffman
- Center for Neuroscience, University of California, Davis, CA, USA
- Department of Psychology, Colby College, Waterville, ME, USA
| | - Erie D Boorman
- Center for Neuroscience, University of California, Davis, CA, USA
- Department of Psychology, University of Cambridge, Cambridge, UK
| | - Charan Ranganath
- Center for Neuroscience, University of California, Davis, CA, USA
- Department of Psychology, University of California, Davis, CA, USA
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4
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Wammes J, Norman KA, Turk-Browne N. Increasing stimulus similarity drives nonmonotonic representational change in hippocampus. eLife 2022; 11:e68344. [PMID: 34989336 PMCID: PMC8735866 DOI: 10.7554/elife.68344] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 08/09/2021] [Indexed: 12/16/2022] Open
Abstract
Studies of hippocampal learning have obtained seemingly contradictory results, with manipulations that increase coactivation of memories sometimes leading to differentiation of these memories, but sometimes not. These results could potentially be reconciled using the nonmonotonic plasticity hypothesis, which posits that representational change (memories moving apart or together) is a U-shaped function of the coactivation of these memories during learning. Testing this hypothesis requires manipulating coactivation over a wide enough range to reveal the full U-shape. To accomplish this, we used a novel neural network image synthesis procedure to create pairs of stimuli that varied parametrically in their similarity in high-level visual regions that provide input to the hippocampus. Sequences of these pairs were shown to human participants during high-resolution fMRI. As predicted, learning changed the representations of paired images in the dentate gyrus as a U-shaped function of image similarity, with neural differentiation occurring only for moderately similar images.
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Affiliation(s)
- Jeffrey Wammes
- Department of Psychology, Yale UniversityNew HavenUnited States
- Department of Psychology, Queen’s UniversityKingstonCanada
| | - Kenneth A Norman
- Department of Psychology, Princeton UniversityPrincetonUnited States
- Princeton Neuroscience Institute, Princeton UniversityPrincetonUnited States
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5
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Integration and differentiation of hippocampal memory traces. Neurosci Biobehav Rev 2020; 118:196-208. [DOI: 10.1016/j.neubiorev.2020.07.024] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 07/11/2020] [Accepted: 07/20/2020] [Indexed: 11/23/2022]
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6
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Dennis NA, Overman AA, Gerver CR, McGraw KE, Rowley MA, Salerno JM. Different types of associative encoding evoke differential processing in both younger and older adults: Evidence from univariate and multivariate analyses. Neuropsychologia 2019; 135:107240. [PMID: 31682927 PMCID: PMC6951809 DOI: 10.1016/j.neuropsychologia.2019.107240] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 10/18/2019] [Accepted: 10/27/2019] [Indexed: 12/20/2022]
Abstract
Age-related deficits in associative processing are well-documented (e.g., Naveh-Benjamin, 2000) and have been assumed to be the result of a general deficit that affects all types of binding. However, recent behavioral research has indicated that the visual configuration of the information that is presented to older adults influences the degree to which this binding deficit is exhibited by older adults (Overman, Dennis et al, 2019; Overman, Dennis, et al., 2018). The purpose of the present study was to further clarify the neural underpinnings of the associative deficit in aging and to examine whether functional activity at encoding differs with respect to the visual configuration and the type of associative being encoded. Using both univariate and multi-voxel pattern analysis, we found differences in both the magnitude of activation and pattern of neural responses associated with the type of association encoded (item-item and item-context). Specifically, our results suggest that, when controlling for stimuli composition, patterns of activation in sensory and frontal regions within the associative encoding network are able to distinguish between different types of associations. With respect to the MTL, multivariate results suggest that only patterns of activation in the PrC in older, but not younger adults, can distinguish between associations types. These findings extend prior work regarding the neural basis of associative memory in young and older adults, and extends the predictions of the binding of item and context model (BIC; Diana, Yonelinas, Ranganath, 2007) to older adults.
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Affiliation(s)
- Nancy A Dennis
- The Department of Psychology, The Pennsylvania State University, University Park, PA, USA.
| | - Amy A Overman
- The Department of Psychology, Elon University, NC, USA
| | - Courtney R Gerver
- The Department of Psychology, The Pennsylvania State University, University Park, PA, USA
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7
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Huffman DJ, Ekstrom AD. A Modality-Independent Network Underlies the Retrieval of Large-Scale Spatial Environments in the Human Brain. Neuron 2019; 104:611-622.e7. [PMID: 31540825 DOI: 10.1016/j.neuron.2019.08.012] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 06/15/2019] [Accepted: 08/05/2019] [Indexed: 12/17/2022]
Abstract
In humans, the extent to which body-based cues, such as vestibular, somatosensory, and motoric cues, are necessary for normal expression of spatial representations remains unclear. Recent breakthroughs in immersive virtual reality technology allowed us to test how body-based cues influence spatial representations of large-scale environments in humans. Specifically, we manipulated the availability of body-based cues during navigation using an omnidirectional treadmill and a head-mounted display, investigating brain differences in levels of activation (i.e., univariate analysis), patterns of activity (i.e., multivariate pattern analysis), and putative network interactions between spatial retrieval tasks using fMRI. Our behavioral and neuroimaging results support the idea that there is a core, modality-independent network supporting spatial memory retrieval in the human brain. Thus, for well-learned spatial environments, at least in humans, primarily visual input may be sufficient for expression of complex representations of spatial environments. VIDEO ABSTRACT.
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Affiliation(s)
- Derek J Huffman
- Center for Neuroscience, University of California, Davis, Davis, CA 95618, USA
| | - Arne D Ekstrom
- Center for Neuroscience, University of California, Davis, Davis, CA 95618, USA; Psychology Department, University of Arizona, Tucson, AZ 85719, USA.
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8
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Koster R, Chadwick MJ, Chen Y, Berron D, Banino A, Düzel E, Hassabis D, Kumaran D. Big-Loop Recurrence within the Hippocampal System Supports Integration of Information across Episodes. Neuron 2019; 99:1342-1354.e6. [PMID: 30236285 DOI: 10.1016/j.neuron.2018.08.009] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 02/28/2018] [Accepted: 08/07/2018] [Indexed: 01/07/2023]
Abstract
Recent evidence challenges the widely held view that the hippocampus is specialized for episodic memory, by demonstrating that it also underpins the integration of information across experiences. Contemporary computational theories propose that these two contrasting functions can be accomplished by big-loop recurrence, whereby the output of the system is recirculated back into the hippocampus. We use ultra-high-resolution fMRI to provide support for this hypothesis, by showing that retrieved information is presented as a new input on the superficial entorhinal cortex-driven by functional connectivity between the deep and superficial entorhinal layers. Further, the magnitude of this laminar connectivity correlated with inferential performance, demonstrating its importance for behavior. Our findings offer a novel perspective on information processing within the hippocampus and support a unifying framework in which the hippocampus captures higher-order structure across experiences, by creating a dynamic memory space from separate episodic codes for individual experiences.
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Affiliation(s)
| | | | - Yi Chen
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Site Magdeburg, 39120 Magdeburg, Germany
| | - David Berron
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Site Magdeburg, 39120 Magdeburg, Germany; Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, 223 62 Lund, Sweden
| | | | - Emrah Düzel
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke-University Magdeburg, 39120 Magdeburg, Germany; German Center for Neurodegenerative Diseases (DZNE), Site Magdeburg, 39120 Magdeburg, Germany; Institute of Cognitive Neuroscience, University College London, 17 Queen Square, London WC1N 3AR, UK
| | - Demis Hassabis
- DeepMind, 5 New Street Square, London EC4A 3TW, UK; Gatsby Computational Neuroscience Unit, 25 Howland Street, London W1T 4JG, UK
| | - Dharshan Kumaran
- DeepMind, 5 New Street Square, London EC4A 3TW, UK; Institute of Cognitive Neuroscience, University College London, 17 Queen Square, London WC1N 3AR, UK.
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9
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Jiang A, Tran TT, Madison FN, Bakker A. Acute stress-induced cortisol elevation during memory consolidation enhances pattern separation. ACTA ACUST UNITED AC 2019; 26:121-127. [PMID: 30898974 PMCID: PMC6432168 DOI: 10.1101/lm.048546.118] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Accepted: 03/08/2019] [Indexed: 12/20/2022]
Abstract
Stress is a potent modulator of brain function and particularly mnemonic processes. While chronic stress is associated with long-term deficits in memory, the effects of acute stress on mnemonic functions are less clear as previous reports have been inconsistent. Some studies suggest that cortisol, a stress hormone that modulates biological changes in response to stress, may enhance memory consolidation and impair memory retrieval. However, other studies report no effect of cortisol on either memory consolidation or retrieval. These discrepancies could be due to differences in the timing and sequencing of the experimental procedures or individual differences in participants’ stress response. In the present study, we examined the effect of increased cortisol levels due to acute stress, induced by the Trier Social Stress Test (TSST), on a pattern separation memory task while differentiating the distinct stages of memory processing and controlling for the effects of diurnal variation. Sixty-nine young adults completed a 2-d study in which subjects either underwent the TSST immediately following the encoding part of the memory task, targeting memory consolidation, or immediately prior to the recognition part of the memory task on the second day, targeting memory retrieval. Control subjects completed the same study procedures but underwent a control version of the TSST that did not induce a stress response. Mnemonic discrimination of highly similar stimuli was enhanced by stress induced during consolidation with better discrimination showing a significant correlation with increased cortisol responses. Stress induced during memory retrieval showed no significant effect on memory performance. These findings suggest that stress induced changes in cortisol differentially affect the consolidation and retrieval stages of memory function.
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Affiliation(s)
- Alice Jiang
- Department of Psychological and Brain Sciences, Johns Hopkins University School of Arts and Sciences, Baltimore, Maryland 21218, USA
| | - Tammy T Tran
- Department of Psychological and Brain Sciences, Johns Hopkins University School of Arts and Sciences, Baltimore, Maryland 21218, USA
| | - Farrah N Madison
- Department of Psychology, University of Maryland, College Park, Maryland, 20742, USA
| | - Arnold Bakker
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287, USA
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10
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Robin J, Rai Y, Valli M, Olsen RK. Category specificity in the medial temporal lobe: A systematic review. Hippocampus 2018; 29:313-339. [PMID: 30155943 DOI: 10.1002/hipo.23024] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 08/03/2018] [Accepted: 08/07/2018] [Indexed: 01/30/2023]
Abstract
Theoretical accounts of medial temporal lobe (MTL) function ascribe different functions to subregions of the MTL including perirhinal, entorhinal, parahippocampal cortices, and the hippocampus. Some have suggested that the functional roles of these subregions vary in terms of their category specificity, showing preferential coding for certain stimulus types, but the evidence for this functional organization is mixed. In this systematic review, we evaluate existing evidence for regional specialization in the MTL for three categories of visual stimuli: faces, objects, and scenes. We review and synthesize across univariate and multivariate neuroimaging studies, as well as neuropsychological studies of cases with lesions to the MTL. Neuroimaging evidence suggests that faces activate the perirhinal cortex, entorhinal cortex, and the anterior hippocampus, while scenes engage the parahippocampal cortex and both the anterior and posterior hippocampus, depending on the contrast condition. There is some evidence for object-related activity in anterior MTL regions when compared to scenes, and in posterior MTL regions when compared to faces, suggesting that aspects of object representations may share similarities with face and scene representations. While neuroimaging evidence suggests some hippocampal specialization for faces and scenes, neuropsychological evidence shows that hippocampal damage leads to impairments in scene memory and perception, but does not entail equivalent impairments for faces in cases where the perirhinal cortex remains intact. Regional specialization based on stimulus categories has implications for understanding the mechanisms of MTL subregions, and highlights the need for the development of theoretical models of MTL function that can accommodate the differential patterns of specificity observed in the MTL.
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Affiliation(s)
- Jessica Robin
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Yeshith Rai
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada
| | - Mikaeel Valli
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada.,Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Rosanna K Olsen
- Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario, Canada.,Department of Psychology, University of Toronto, Toronto, Ontario, Canada
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11
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Huffman DJ, Ekstrom AD. Which way is the bookstore? A closer look at the judgments of relative directions task. SPATIAL COGNITION AND COMPUTATION 2018; 19:93-129. [PMID: 31105466 PMCID: PMC6519130 DOI: 10.1080/13875868.2018.1531869] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
We present a detailed analysis of a widely used assay in human spatial cognition, the judgments of relative direction (JRD) task. We conducted three experiments involving virtual navigation interspersed with the JRD task, and included confidence judgments and map drawing as additional metrics. We also present a technique for assessing the similarity of the cognitive representations underlying performance on the JRD and map drawing tasks. Our results support the construct validity of the JRD task and its connection to allocentric representation. Additionally, we found that chance performance on the JRD task depends on the distribution of the angles of participants' responses, rather than being constant and 90 degrees. Accordingly, we present a method for better determining chance performance.
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Affiliation(s)
| | - Arne D Ekstrom
- Center for Neuroscience, Department of Psychology, Neuroscience Graduate Group, University of California, Davis; Psychology Department, University of Arizona
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12
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Stark SM, Reagh ZM, Yassa MA, Stark CEL. What's in a context? Cautions, limitations, and potential paths forward. Neurosci Lett 2018; 680:77-87. [PMID: 28529173 PMCID: PMC5735015 DOI: 10.1016/j.neulet.2017.05.022] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 05/09/2017] [Accepted: 05/10/2017] [Indexed: 01/25/2023]
Abstract
The purpose of memory is to guide current and future behavior based on previous experiences. Part of this process involves either discriminating between or generalizing across similar experiences that contain overlapping conditions (such as space, time, or internal state), which we often conceptualize as "contexts". In this review, we highlight major challenges facing the field as we attempt a neuroscience-based approach to the study of context and its impact on learning and memory. Here, we review some of the methodologies and approaches used to investigate context in both animals and humans, including the neurobiological mechanisms involved. Finally, we propose three tenets for operationalizing context in the experimental setting: 1) contexts must be stable over time along an experiential dimension; 2) contexts must be at least moderately complex in nature and their representations must be modifiable or adaptable, and 3) contexts must have some behavioral relevance (be it overt or incidental) so that its role can be measured.
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Affiliation(s)
- Shauna M Stark
- Department of Neurobiology & Behavior, University of California, Irvine, United States; Center for the Neurobiology of Learning and Memory, University of California, Irvine, United States
| | - Zachariah M Reagh
- Department of Neurobiology & Behavior, University of California, Irvine, United States; Center for the Neurobiology of Learning and Memory, University of California, Irvine, United States
| | - Michael A Yassa
- Department of Neurobiology & Behavior, University of California, Irvine, United States; Center for the Neurobiology of Learning and Memory, University of California, Irvine, United States.
| | - Craig E L Stark
- Department of Neurobiology & Behavior, University of California, Irvine, United States; Center for the Neurobiology of Learning and Memory, University of California, Irvine, United States.
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13
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Dimsdale-Zucker HR, Ranganath C. Representational Similarity Analyses. HANDBOOK OF BEHAVIORAL NEUROSCIENCE 2018. [DOI: 10.1016/b978-0-12-812028-6.00027-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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14
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Ekstrom AD, Huffman DJ, Starrett M. Interacting networks of brain regions underlie human spatial navigation: a review and novel synthesis of the literature. J Neurophysiol 2017; 118:3328-3344. [PMID: 28931613 PMCID: PMC5814720 DOI: 10.1152/jn.00531.2017] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Revised: 09/19/2017] [Accepted: 09/19/2017] [Indexed: 12/22/2022] Open
Abstract
Navigation is an inherently dynamic and multimodal process, making isolation of the unique cognitive components underlying it challenging. The assumptions of much of the literature on human spatial navigation are that 1) spatial navigation involves modality independent, discrete metric representations (i.e., egocentric vs. allocentric), 2) such representations can be further distilled to elemental cognitive processes, and 3) these cognitive processes can be ascribed to unique brain regions. We argue that modality-independent spatial representations, instead of providing exact metrics about our surrounding environment, more often involve heuristics for estimating spatial topology useful to the current task at hand. We also argue that egocentric (body centered) and allocentric (world centered) representations are better conceptualized as involving a continuum rather than as discrete. We propose a neural model to accommodate these ideas, arguing that such representations also involve a continuum of network interactions centered on retrosplenial and posterior parietal cortex, respectively. Our model thus helps explain both behavioral and neural findings otherwise difficult to account for with classic models of spatial navigation and memory, providing a testable framework for novel experiments.
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Affiliation(s)
- Arne D Ekstrom
- Center for Neuroscience, University of California , Davis, California
- Department of Psychology, University of California , Davis, California
- Neuroscience Graduate Group, University of California , Davis, California
| | - Derek J Huffman
- Center for Neuroscience, University of California , Davis, California
| | - Michael Starrett
- Center for Neuroscience, University of California , Davis, California
- Department of Psychology, University of California , Davis, California
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15
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Abstract
Current interpretations of hippocampal memory function are blind to the fact that viewing behaviors are pervasive and complicate the relationships among perception, behavior, memory, and brain activity. For example, hippocampal activity and associative memory demands increase with stimulus complexity. Stimulus complexity also strongly modulates viewing. Associative processing and viewing thus are often confounded, rendering interpretation of hippocampal activity ambiguous. Similar considerations challenge many accounts of hippocampal function. To explain relationships between memory and viewing, we propose that the hippocampus supports the online memory demands necessary to guide visual exploration. The hippocampus thus orchestrates memory-guided exploration that unfolds over time to build coherent memories. This new perspective on hippocampal function harmonizes with the fact that memory formation and exploratory viewing are tightly intertwined.
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