1
|
Abstract
Compared to blocked practice, interleaved practice of different tasks leads to superior long-term retention despite poorer initial acquisition performance. This phenomenon, the contextual interference effect, is well documented in various domains but it is not yet clear if it persists in the absence of explicit knowledge in terms of fine motor sequence learning. Additionally, while there is some evidence that interleaved practice leads to improved transfer of learning to similar actions, transfer of implicit motor sequence learning has not been explored. The present studies used a serial reaction time task where participants practiced three different eight-item sequences that were either interleaved or blocked on Day 1 (training) and Day 2 (testing). In Experiment 1, the retention of the three training sequences was tested on Day 2 and in Experiment 2, three novel sequences were performed on Day 2 to measure transfer. We assessed whether subjects were aware of the sequences to determine whether the benefit of interleaved practice extends to implicitly learned sequences. Even for participants who reported no awareness of the sequences, interleaving led to a benefit for both retention and transfer compared to participants who practiced blocked sequences. Those who trained with blocked sequences were left unprepared for interleaved sequences at test, while those who trained with interleaved sequences were unaffected by testing condition, revealing that learning resulting from blocked practice may be less flexible and more vulnerable to testing conditions. These results indicate that the benefit of interleaved practice extends to implicit motor sequence learning and transfer.
Collapse
Affiliation(s)
- Julia M Schorn
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
| | - Barbara J Knowlton
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| |
Collapse
|
2
|
Raz G, Saxe R. Learning in Infancy Is Active, Endogenously Motivated, and Depends on the Prefrontal Cortices. ACTA ACUST UNITED AC 2020. [DOI: 10.1146/annurev-devpsych-121318-084841] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
A common view of learning in infancy emphasizes the role of incidental sensory experiences from which increasingly abstract statistical regularities are extracted. In this view, infant brains initially support basic sensory and motor functions, followed by maturation of higher-level association cortex. Here, we critique this view and posit that, by contrast and more like adults, infants are active, endogenously motivated learners who structure their own learning through flexible selection of attentional targets and active interventions on their environment. We further argue that the infant brain, and particularly the prefrontal cortex (PFC), is well equipped to support these learning behaviors. We review recent progress in characterizing the function of the infant PFC, which suggests that, as in adults, the PFC is functionally specialized and highly connected. Together, we present an integrative account of infant minds and brains, in which the infant PFC represents multiple intrinsic motivations, which are leveraged for active learning.
Collapse
Affiliation(s)
- Gal Raz
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - Rebecca Saxe
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| |
Collapse
|
3
|
De Wit L, O'Shea D, Chandler M, Bhaskar T, Tanner J, Vemuri P, Crook J, Morris M, Smith G. Physical exercise and cognitive engagement outcomes for mild neurocognitive disorder: a group-randomized pilot trial. Trials 2018; 19:573. [PMID: 30340619 PMCID: PMC6194559 DOI: 10.1186/s13063-018-2865-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 08/18/2018] [Indexed: 02/06/2023] Open
Abstract
Background Amnestic mild cognitive impairment (aMCI) is considered a risk state for the development of dementia due to Alzheimer’s disease. It is also a period in which interventions may be most effective in slowing progression to dementia. Computerized cognitive training and increased physical activity have shown to be among the most promising interventions. However, current evidence from randomized controlled trials comparing cognitive training, physical activity, and an active control is inconsistent. Furthermore, the neural mechanisms underlying these interventions are currently unclear. Methods The objective of the current pilot study is to explore the feasibility of a trial investigating the impact of computerized cognitive training, yoga, and an active control intervention (wellness education) in individuals with aMCI by conducting a group-randomized, multisite, parallel, three-arm pilot study. We will establish preliminary effect sizes regarding the association of each intervention with neuroimaging and cognitive and participant-reported measures. We also aim to estimate the strength of association between the various outcomes. The current trial aims to recruit 75 people with aMCI and their 75 cognitively healthy care partners through clinics and senior care facilities. The initial intervention will last 10 days and will consist of 1 h daily of the assigned intervention i.e., (yoga, computerized cognitive training, or wellness education) combined with 1 h of memory compensation training and 1 h of support groups. Twenty-five participants will be group-randomized to each arm using a random number generator. Study staff and participants will be kept blind until recruitment is complete for each group. After the initial two-week intervention, participants will continue the assigned intervention for 24 weeks. Outcome measures are: functional connectivity and cerebral perfusion as assessed by magnetic resonance imaging; cognition; daily functioning; mood; anxiety; self-efficacy; caregiver burden; quality of life; and study feasibility including recruitment and retention rates. Discussion This pilot trial aims to investigate the feasibility of a trial studying the impact of computerized cognitive training, yoga, and an active control intervention in persons with aMCI on MRI-based functional connectivity and cerebral perfusion as well as cognition, daily functioning, mood, anxiety, and quality of life and feasibility? Trial registrations ClinicalTrials.gov, NCT03095170. Registered on 23 March 2017. Electronic supplementary material The online version of this article (10.1186/s13063-018-2865-3) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Liselotte De Wit
- Department of Clinical and Health Psychology, University of Florida, 1225 Center Drive, Gainesville, FL, 32606, USA
| | - Deirdre O'Shea
- Department of Clinical and Health Psychology, University of Florida, 1225 Center Drive, Gainesville, FL, 32606, USA
| | - Melanie Chandler
- Institutional address: Department of Psychiatry and Psychology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
| | - Tripti Bhaskar
- Tallahassee Memorial HealthCare, 1401 Centerville Road, Tallahassee, FL, 32308, USA
| | - Jared Tanner
- Department of Clinical and Health Psychology, University of Florida, 1225 Center Drive, Gainesville, FL, 32606, USA
| | - Prashanthi Vemuri
- Department of Radiology, Mayo Clinic, 200 1st street SW, Rochester, MN, 55905, USA
| | - Julia Crook
- Institutional address: Department of Psychiatry and Psychology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
| | - Miranda Morris
- Institutional address: Department of Psychiatry and Psychology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
| | - Glenn Smith
- Department of Clinical and Health Psychology, University of Florida, 1225 Center Drive, Gainesville, FL, 32606, USA.
| |
Collapse
|
4
|
Cornelius JT. The hippocampus facilitates integration within a symbolic field. THE INTERNATIONAL JOURNAL OF PSYCHOANALYSIS 2017; 98:1333-1357. [PMID: 28083959 PMCID: PMC5655787 DOI: 10.1111/1745-8315.12617] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/03/2016] [Indexed: 11/28/2022]
Abstract
This paper attempts to elaborate a fundamental brain mechanism involved in the creation and maintenance of symbolic fields of thought. It will integrate theories of psychic spaces as explored by Donald Winnicott and Wilfred Bion with the neuroscientific examinations of those with bilateral hippocampal injury to show how evidence from both disciplines sheds important light on this aspect of mind. Possibly originating as a way of maintaining an oriented, first person psychic map, this capacity allows individuals a dynamic narrative access to a realm of layered elements and their connections. If the proposed hypothesis is correct, the hippocampus facilitates the integration of this symbolic field of mind, where narrative forms of thinking, creativity, memory, and dreaming are intertwined. Without the hippocampus, there is an inability to engage many typical forms of thought itself. Also, noting the ways these individuals are not impaired supports theories about other faculties of mind, providing insight into their possible roles within human thought. The evidence of different systems working in conjunction with the symbolic field provides tantalizing clues about these fundamental mechanisms of brain and mind that are normally seamlessly integrated, and hints at future areas of clinical and laboratory research, both within neuroscience and psychoanalysis.
Collapse
|
5
|
Bartoli E, Caso F, Magnani G, Baud-Bovy G. Low-Cost Robotic Assessment of Visuo-Motor Deficits in Alzheimer's Disease. IEEE Trans Neural Syst Rehabil Eng 2017; 25:852-860. [PMID: 28574362 DOI: 10.1109/tnsre.2017.2708715] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A low-cost robotic interface was used to assess the visuo-motor performance of patients with Alzheimer's disease (AD). Twenty AD patients and twenty age-matched controls participated in this work. The battery of tests included simple reaction times, position tracking, and stabilization tasks performed with both hands. The regularity, velocity, visual and haptic feedback were manipulated to vary movement complexity. Reaction times and movement tracking error were analyzed. Results show a marked group effect on a subset of conditions, in particular when the patients could not rely on the visual feedback of hand movement. The visuo-motor performance correlated with the measures of global cognitive functioning and with different memory-related abilities. Our results support the hypothesis that the ability to recall and use visuo-spatial associations might underlie the impairment in complex motor behavior that has been reported in AD patients. Importantly, the patients had preserved learning effects across sessions, which might relate to visuo-motor deficits being less evident in every-day life and clinical assessments. This robotic assessment, lasting less than 1 h, provides detailed information about the integrity of visuo-motor abilities. The data can aid the understanding of the complex pattern of deficits that characterizes this pervasive disease.
Collapse
|
6
|
Albanese E, Matthews KA, Zhang J, Jacobs DR, Whitmer RA, Wadley VG, Yaffe K, Sidney S, Launer LJ. Hostile attitudes and effortful coping in young adulthood predict cognition 25 years later. Neurology 2016; 86:1227-34. [PMID: 26935891 DOI: 10.1212/wnl.0000000000002517] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2015] [Accepted: 12/14/2015] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE We studied the relation of early-life (mean age 25 years) and mid-life (mean age 50 years) cognitive function to early measures of hostile attitudes and effortful coping. METHODS In 3,126 black and white men and women (born in 1955-1968) from the Coronary Artery Risk Development in Young Adults Study (CARDIA), we used linear regression to examine the association of hostile attitudes (Cook-Medley questionnaire) and effortful coping assessed at baseline (1985-1986) to cognitive ability measured in 1987 and to a composite cognitive Z score of tests of verbal memory, psychomotor speed, and executive function ascertained in midlife (2010-2011). RESULTS Baseline hostility and effortful coping were prospectively associated with lower cognitive function 25 years later, controlling for age, sex, race, education, long-term exposure to depression, discrimination, negative life events, and baseline cognitive ability. Compared to the lowest quartile, those in the highest quartile of hostility performed 0.21 SD units lower (95% confidence interval [CI] -0.39, -0.02). Those in the highest quartile of effortful coping performed 0.30 SD units lower (95% CI -0.48, -0.12) compared to those in the lowest quartile. Further adjustment for cumulative exposure to cardiovascular risk factors attenuated the association with the cognitive composite Z score for hostility. CONCLUSIONS Worse cognition in midlife was independently associated with 2 psychological characteristics measured in young adulthood. This suggests that interventions that promote positive social interactions may have a role in reducing risk of late-age cognitive impairment.
Collapse
Affiliation(s)
- Emiliano Albanese
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - Karen A Matthews
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - Julia Zhang
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - David R Jacobs
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - Rachel A Whitmer
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - Virginia G Wadley
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - Kristine Yaffe
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - Stephen Sidney
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco
| | - Lenore J Launer
- From the Laboratory of Epidemiology and Population Sciences (E.A., J.Z., L.J.L.), National Institute on Aging, NIH, Bethesda, MD; Department of Psychiatry (E.A.), University of Geneva, School of Medicine, Switzerland; Department of Psychiatry and Psychology (K.A.M.), University of Pittsburgh, PA; Division of Epidemiology School of Public Health (D.R.J.), University of Minnesota, Minneapolis; Kaiser Permanente (R.A.W., S.S.), Division of Research, Oakland, CA; Department of Medicine (V.G.W.), University of Alabama at Birmingham; and Department of Psychiatry, Neurology, and Epidemiology and Biostatistics (K.Y.), University of California, San Francisco.
| |
Collapse
|
7
|
Effects of dividing attention on memory for declarative and procedural aspects of tool use. Mem Cognit 2016; 44:727-39. [DOI: 10.3758/s13421-016-0600-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
8
|
Leonard JA, Mackey AP, Finn AS, Gabrieli JDE. Differential effects of socioeconomic status on working and procedural memory systems. Front Hum Neurosci 2015; 9:554. [PMID: 26500525 PMCID: PMC4597101 DOI: 10.3389/fnhum.2015.00554] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 09/22/2015] [Indexed: 11/28/2022] Open
Abstract
While prior research has shown a strong relationship between socioeconomic status (SES) and working memory performance, the relation between SES and procedural (implicit) memory remains unknown. Convergent research in both animals and humans has revealed a fundamental dissociation, both behaviorally and neurally, between a working memory system that depends on medial temporal-lobe structures and the dorsal lateral prefrontal cortex (DLPFC) vs. a procedural memory system that depends on the basal ganglia. Here, we measured performance in adolescents from lower- and higher-SES backgrounds on tests of working memory capacity (complex working memory span) and procedural memory (probabilistic classification) and their hippocampal, DLPFC, and caudate volumes. Lower-SES adolescents had worse working memory performance and smaller hippocampal and DLPFC volumes than their higher-SES peers, but there was no significant difference between the lower- and higher-SES groups on the procedural memory task or in caudate volumes. These findings suggest that SES may have a selective influence on hippocampal-prefrontal-dependent working memory and little influence on striatal-dependent procedural memory.
Collapse
Affiliation(s)
- Julia A Leonard
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology Cambridge, MA, USA
| | - Allyson P Mackey
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology Cambridge, MA, USA
| | - Amy S Finn
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology Cambridge, MA, USA
| | - John D E Gabrieli
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology Cambridge, MA, USA
| |
Collapse
|
9
|
Crawford TJ, Devereaux A, Higham S, Kelly C. The disengagement of visual attention in Alzheimer's disease: a longitudinal eye-tracking study. Front Aging Neurosci 2015; 7:118. [PMID: 26157388 PMCID: PMC4477171 DOI: 10.3389/fnagi.2015.00118] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 06/02/2015] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION Eye tracking provides a convenient and promising biological marker of cognitive impairment in patients with neurodegenerative disease. Here we report a longitudinal study of saccadic eye movements in a sample of patients with Alzheimer's disease and elderly control participants who were assessed at the start of the study and followed up 12-months later. METHODS Eye movements were measured in the standard gap and overlap paradigms, to examine the longitudinal trends in the ability to disengage attention from a visual target. RESULTS Overall patients with Alzheimer's disease had slower reaction times than the control group. However, after 12-months, both groups showed faster and comparable reductions in reaction times to the gap, compared to the overlap stimulus. Interestingly, there was a general improvement for both groups with more accurately directed saccades and speeding of reaction times after 12-months. CONCLUSIONS These findings point to the value of longer-term studies and follow-up assessment to ascertain the effects of dementia on oculomotor control.
Collapse
Affiliation(s)
- Trevor J. Crawford
- Dementia Research and Eye Tracking Lab, Department of Psychology, Centre of Aging Research, Centre for Learning and Human Development, Lancaster UniversityLancaster, UK
| | | | | | | |
Collapse
|
10
|
Valtonen J, Gregory E, Landau B, McCloskey M. New learning of music after bilateral medial temporal lobe damage: evidence from an amnesic patient. Front Hum Neurosci 2014; 8:694. [PMID: 25232312 PMCID: PMC4153029 DOI: 10.3389/fnhum.2014.00694] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Accepted: 08/19/2014] [Indexed: 11/13/2022] Open
Abstract
Damage to the hippocampus impairs the ability to acquire new declarative memories, but not the ability to learn simple motor tasks. An unresolved question is whether hippocampal damage affects learning for music performance, which requires motor processes, but in a cognitively complex context. We studied learning of novel musical pieces by sight-reading in a newly identified amnesic, LSJ, who was a skilled amateur violist prior to contracting herpes simplex encephalitis. LSJ has suffered virtually complete destruction of the hippocampus bilaterally, as well as extensive damage to other medial temporal lobe structures and the left anterior temporal lobe. Because of LSJ's rare combination of musical training and near-complete hippocampal destruction, her case provides a unique opportunity to investigate the role of the hippocampus for complex motor learning processes specifically related to music performance. Three novel pieces of viola music were composed and closely matched for factors contributing to a piece's musical complexity. LSJ practiced playing two of the pieces, one in each of the two sessions during the same day. Relative to a third unpracticed control piece, LSJ showed significant pre- to post-training improvement for the two practiced pieces. Learning effects were observed both with detailed analyses of correctly played notes, and with subjective whole-piece performance evaluations by string instrument players. The learning effects were evident immediately after practice and 14 days later. The observed learning stands in sharp contrast to LSJ's complete lack of awareness that the same pieces were being presented repeatedly, and to the profound impairments she exhibits in other learning tasks. Although learning in simple motor tasks has been previously observed in amnesic patients, our results demonstrate that non-hippocampal structures can support complex learning of novel musical sequences for music performance.
Collapse
Affiliation(s)
- Jussi Valtonen
- Institute of Behavioural Sciences, University of Helsinki , Helsinki , Finland
| | - Emma Gregory
- Department of Cognitive Science, Johns Hopkins University , Baltimore, MD , USA
| | - Barbara Landau
- Department of Cognitive Science, Johns Hopkins University , Baltimore, MD , USA
| | - Michael McCloskey
- Department of Cognitive Science, Johns Hopkins University , Baltimore, MD , USA
| |
Collapse
|
11
|
Multiple memory systems as substrates for multiple decision systems. Neurobiol Learn Mem 2014; 117:4-13. [PMID: 24846190 DOI: 10.1016/j.nlm.2014.04.014] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2013] [Revised: 04/22/2014] [Accepted: 04/29/2014] [Indexed: 11/22/2022]
Abstract
It has recently become widely appreciated that value-based decision making is supported by multiple computational strategies. In particular, animal and human behavior in learning tasks appears to include habitual responses described by prominent model-free reinforcement learning (RL) theories, but also more deliberative or goal-directed actions that can be characterized by a different class of theories, model-based RL. The latter theories evaluate actions by using a representation of the contingencies of the task (as with a learned map of a spatial maze), called an "internal model." Given the evidence of behavioral and neural dissociations between these approaches, they are often characterized as dissociable learning systems, though they likely interact and share common mechanisms. In many respects, this division parallels a longstanding dissociation in cognitive neuroscience between multiple memory systems, describing, at the broadest level, separate systems for declarative and procedural learning. Procedural learning has notable parallels with model-free RL: both involve learning of habits and both are known to depend on parts of the striatum. Declarative memory, by contrast, supports memory for single events or episodes and depends on the hippocampus. The hippocampus is thought to support declarative memory by encoding temporal and spatial relations among stimuli and thus is often referred to as a relational memory system. Such relational encoding is likely to play an important role in learning an internal model, the representation that is central to model-based RL. Thus, insofar as the memory systems represent more general-purpose cognitive mechanisms that might subserve performance on many sorts of tasks including decision making, these parallels raise the question whether the multiple decision systems are served by multiple memory systems, such that one dissociation is grounded in the other. Here we investigated the relationship between model-based RL and relational memory by comparing individual differences across behavioral tasks designed to measure either capacity. Human subjects performed two tasks, a learning and generalization task (acquired equivalence) which involves relational encoding and depends on the hippocampus; and a sequential RL task that could be solved by either a model-based or model-free strategy. We assessed the correlation between subjects' use of flexible, relational memory, as measured by generalization in the acquired equivalence task, and their differential reliance on either RL strategy in the decision task. We observed a significant positive relationship between generalization and model-based, but not model-free, choice strategies. These results are consistent with the hypothesis that model-based RL, like acquired equivalence, relies on a more general-purpose relational memory system.
Collapse
|
12
|
Mak JN, Chan RHM, Wong SWH. Spectral modulation of frontal EEG activities during motor skill acquisition: task familiarity monitoring using single-channel EEG. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2013; 2013:5638-41. [PMID: 24111016 DOI: 10.1109/embc.2013.6610829] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This study investigates the modulation of frontal EEG dynamics with respect to progress in motor learning. Using a computerized visual-motor task similar to mirror drawing, our work demonstrated that overall EEG activities in all frequency bands decreased with an increase in motor task familiarity. In particular, frontal EEG activities in delta band of the whole trial and gamma band at the beginning of each trial are having a significant negative relationship with the overall familiarity level of the task. The findings suggest that frontal EEG spectra are significantly modulated during motor skill acquisition.
Collapse
|
13
|
Broster LS, Li J, Smith CD, Jicha GA, Schmitt FA, Jiang Y. Repeated retrieval during working memory is sensitive to amnestic mild cognitive impairment. J Clin Exp Neuropsychol 2013; 35:946-59. [PMID: 24074205 DOI: 10.1080/13803395.2013.838942] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Study of repeated learning mechanisms has been limited in amnestic mild cognitive impairment, a preclinical stage of Alzheimer disease modifiable by cognitive rehabilitation. We assessed repeated contextual working memory decline as an indicator of amnestic mild cognitive impairment in a sample of 45 older adults recruited from the tertiary care setting. Results indicated that contextual working memory impairment distinguished adults with preclinical disease from those without impairment despite similar overall cognitive performance, and comparison of the indicator with standard-of-care neuropsychological measures indicated discriminant validity. Contextual working memory impairment may represent a novel predictor of Alzheimer disease conversion risk.
Collapse
Affiliation(s)
- Lucas S Broster
- a Department of Behavioral Science , University of Kentucky College of Medicine , Lexington , KY , USA
| | | | | | | | | | | |
Collapse
|
14
|
Allocation of attention for dissociated visual and motor goals. Exp Brain Res 2013; 226:209-19. [PMID: 23417647 DOI: 10.1007/s00221-013-3426-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Accepted: 01/16/2013] [Indexed: 10/27/2022]
Abstract
In daily life, selecting an object visually is closely intertwined with processing that object as a potential goal for action. Since visual and motor goals are typically identical, it remains unknown whether attention is primarily allocated to a visual target, a motor goal, or both. Here, we dissociated visual and motor goals using a visuomotor adaptation paradigm, in which participants reached toward a visual target using a computer mouse or a stylus pen, while the direction of the cursor was rotated 45° counter-clockwise from the direction of the hand movement. Thus, as visuomotor adaptation was accomplished, the visual target was dissociated from the movement goal. Then, we measured the locus of attention using an attention-demanding rapid serial visual presentation (RSVP) task, in which participants detected a pre-defined visual stimulus among the successive visual stimuli presented on either the visual target, the motor goal, or a neutral control location. We demonstrated that before visuomotor adaptation, participants performed better when the RSVP stream was presented at the visual target than at other locations. However, once visual and motor goals were dissociated following visuomotor adaptation, performance at the visual and motor goals was equated and better than performance at the control location. Therefore, we concluded that attentional resources are allocated both to visual target and motor goals during goal-directed reaching movements.
Collapse
|
15
|
Cavaco S, Feinstein JS, van Twillert H, Tranel D. Musical memory in a patient with severe anterograde amnesia. J Clin Exp Neuropsychol 2012; 34:1089-100. [PMID: 23036073 DOI: 10.1080/13803395.2012.728568] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The ability to play a musical instrument represents a unique procedural skill that can be remarkably resilient to disruptions in declarative memory. For example, musicians with severe anterograde amnesia have demonstrated preserved ability to play musical instruments. However, the question of whether amnesic musicians can learn how to play new musical material despite severe memory impairment has not been thoroughly investigated. We capitalized on a rare opportunity to address this question. Patient S.Z., an amateur musician (tenor saxophone), has extensive bilateral damage to his medial temporal lobes following herpes simplex encephalitis, resulting in a severe anterograde amnesia. We tested S.Z.'s capacity to learn new unfamiliar songs by sight-reading following three months of biweekly practices. Performances were recorded and were then evaluated by a professional saxophonist. S.Z. demonstrated significant improvement in his ability to read and play new music, despite his inability to recognize any of the songs at a declarative level. The results suggest that it is possible to learn certain aspects of new music without the assistance of declarative memory.
Collapse
Affiliation(s)
- Sara Cavaco
- Division of Behavioral Neurology and Cognitive Neuroscience, University of Iowa, Iowa City, IA, USA.
| | | | | | | |
Collapse
|
16
|
Performing the unexplainable: implicit task performance reveals individually reliable sequence learning without explicit knowledge. Psychon Bull Rev 2011; 17:790-6. [PMID: 21169570 DOI: 10.3758/pbr.17.6.790] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Memory-impaired patients express intact implicit perceptual-motor sequence learning, but it has been difficult to obtain a similarly clear dissociation in healthy participants. When explicit memory is intact, participants acquire some explicit knowledge and performance improvements from implicit learning may be subtle. Therefore, it is difficult to determine whether performance exceeds what could be expected on the basis of the concomitant explicit knowledge. Using a challenging new sequence-learning task, robust implicit learning was found in healthy participants with virtually no associated explicit knowledge. Participants trained on a repeating sequence that was selected randomly from a set of five. On a performance test of all five sequences, performance was best on the trained sequence, and two-thirds of the participants exhibited individually reliable improvement (by chi-square analysis). Participants could not reliably indicate which sequence had been trained by either recognition or recall. Only by expressing their knowledge via performance were participants able to indicate which sequence they had learned.
Collapse
|
17
|
Abstract
Patients with memory disorders have severely restricted learning and memory. For instance, patients with anterograde amnesia can learn motor procedures and retain some restricted ability to learn new words and factual information. However, such learning is inflexible and frequently inaccessible to conscious awareness. Here we present a case of patient AC596, a 25-year-old male with severe episodic memory impairments, presumably due to anoxia during a preterm birth. In contrast to his poor episodic memory, he exhibits savant-like memory for calendar information that can be flexibly accessed by day, month, and year cues. He also has the ability to recollect the exact date of a wide range of personal experiences over the past 20 years. The patient appears to supplement his generally poor episodic memory by using memorized calendar information as a retrieval cue for autobiographical events. These findings indicate that islands of preserved memory functioning, such as a highly developed semantic memory system, can exist in individuals with severely impaired episodic memory systems. In this particular case, our patient's memory for dates far outstripped that of normal individuals and served as a keen retrieval cue, allowing him to access information that was otherwise unavailable.
Collapse
Affiliation(s)
- Ingrid R Olson
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA.
| | | | | | | | | |
Collapse
|
18
|
Abstract
From a computational perspective, the act of using a tool and making a movement involves solving three kinds of problems: we need to learn the costs that are associated with our actions as well as the rewards that we may experience at various sensory states. We need to learn how our motor commands produce changes in things that we can sense. Finally, we must learn how to actually produce the motor commands that are needed so that we minimize the costs and maximize the rewards. The various computational problems appear to require different kinds of error signals that guide their learning, and might rely on different kinds of contextual cues that allow their recall. Indeed, there may be different neural structures that compute these functions. Here we use this computational framework to review the motor control capabilities of two important patients who have been studied extensively from the neuropsychological perspective: HM, who suffered from severe amnesia; and BG, who suffered from apraxia. When viewed from a computational perspective, the capabilities and deficits of these patients provide insights into the neural basis of our ability to willfully move our limbs and interact with the objects around us.
Collapse
|
19
|
Abstract
Probabilistic classification learning can be supported by implicit knowledge of cue-response associations. We investigated whether forming these associations depends on attention by assessing the effect of performing a secondary task on learning in the probabilistic classification task (PCT). Experiment I showed that concurrent task performance significantly interfered with performance of the PCT. Experiment 2 showed that this interference did not prevent learning from occurring. On the other hand, the secondary task did disrupt acquisition of explicit knowledge about cue-outcome associations. These results show that concurrent task performance can have different effects on implicit and explicit knowledge acquired within the same task and also underscore the importance of considering effects on learning and performance separately.
Collapse
Affiliation(s)
- Karin Foerde
- Department of Psychology, University of California, Los Angeles, California 90095-1563, USA.
| | | | | |
Collapse
|
20
|
Gabrieli JD. Memory systems analyses of mnemonic disorders in aging and age-related diseases. Proc Natl Acad Sci U S A 1996; 93:13534-40. [PMID: 8942968 PMCID: PMC33642 DOI: 10.1073/pnas.93.24.13534] [Citation(s) in RCA: 87] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
The effects upon memory of normal aging and two age-related neurodegenerative diseases, Alzheimer disease (AD) and Parkinson disease, are analyzed in terms of memory systems, specific neural networks that mediate specific mnemonic processes. An occipital memory system mediating implicit visual-perceptual memory appears to be unaffected by aging or AD. A frontal system that may mediate implicit conceptual memory is affected by AD but not by normal aging. Another frontal system that mediates aspects of working and strategic memory is affected by Parkinson disease and, to a lesser extent, by aging. The aging effect appears to occur during all ages of the adult life-span. Finally, a medial-temporal system that mediates declarative memory is affected by the late onset of AD. Studies of intact and impaired memory in age-related diseases suggest that normal aging has markedly different effects upon different memory systems.
Collapse
Affiliation(s)
- J D Gabrieli
- Department of Psychology, Stanford University, CA 94305, USA
| |
Collapse
|
21
|
Functional mapping of human learning: a positron emission tomography activation study of eyeblink conditioning. J Neurosci 1996. [PMID: 8656296 DOI: 10.1523/jneurosci.16-12-04032.1996] [Citation(s) in RCA: 145] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Regional cerebral blood flow (rCBF) was measured using positron emission tomography during eyeblink conditioning in young adults. Subjects were scanned in three experimental conditions: delay conditioning, in which binaural tones preceded air puffs to the right eye by 400 msec; pseudoconditioning, in which presentations of tone and air puff stimuli were not correlated in time; and fixation rest, which served as a baseline control. Compared with fixation, pseudoconditioning produced rCBF increases in frontal and temporal cortex, basal ganglia, left hippocampal formation, and pons. Learning-specific activations were observed in conditioning as compared with pseudoconditioning in bilateral frontal cortex, left thalamus, right medial hippocampal formation, left lingual gyrus, pons, and bilateral cerebellum; decreases in rCBF were observed for bilateral temporal cortex, and in the right hemisphere in putamen, cerebellum, and the lateral aspect of hippocampal formation. Blood flow increased as the level of learning increased in the left hemisphere in caudate, hippocampal formation, fusiform gyrus, and cerebellum, and in right temporal cortex and pons. In contrast, activation in left frontal cortex decreased as learning increased. These functional imaging results implicate many of the same structures identified by previous lesion and recording studies of eyeblink conditioning in animals and humans and suggest that the same brain regions in animals and humans mediate multiple forms of associative learning that give meaning to a previously neutral stimulus.
Collapse
|