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Exploring the cognitive and motor functions of the basal ganglia: An integrative review of computational cognitive neuroscience models

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cris.author.scopus-author-id6506530705
cris.author.scopus-author-id8408254600
cris.author.scopus-author-id56875918400
cris.virtual.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.author-orcid0000-0002-2453-1637
cris.virtual.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.department#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtual.departmentIndian Institute of Technology, Madras
cris.virtual.department#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.author-orcid85760e52-4326-470c-93df-57ad9a9b4032
cris.virtualsource.author-orcid#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.department#PLACEHOLDER_PARENT_METADATA_VALUE#
cris.virtualsource.department85760e52-4326-470c-93df-57ad9a9b4032
cris.virtualsource.department#PLACEHOLDER_PARENT_METADATA_VALUE#
dc.contributor.authorHelie, Sebastien
dc.contributor.authorV Srinivasa Chakravarthy
dc.contributor.authorMoustafa, Ahmed A.
dc.date.accessioned2023-09-20T05:31:16Z
dc.date.available2023-09-20T05:31:16Z
dc.date.issued06-12-2013
dc.description.abstractMany computational models of the basal ganglia (BG) have been proposed over the past twenty-five years. While computational neuroscience models have focused on closely matching the neurobiology of the BG, computational cognitive neuroscience (CCN) models have focused on how the BG can be used to implement cognitive and motor functions. This review article focuses on CCN models of the BG and how they use the neuroanatomy of the BG to account for cognitive and motor functions such as categorization, instrumental conditioning, probabilistic learning, working memory, sequence learning, automaticity, reaching, handwriting, and eye saccades. A total of 19 BG models accounting for one or more of these functions are reviewed and compared. The review concludes with a discussion of the limitations of existing CCN models of the BG and prescriptions for future modeling, including the need for computational models of the BG that can simultaneously account for cognitive and motor functions, and the need for a more complete specification of the role of the BG in behavioral functions. © 2013 Helie, Chakravarthy and Moustafa.
dc.identifier.doi10.3389/fncom.2013.00174
dc.identifier.issn16625188
dc.identifier.scopus2-s2.0-84889774060
dc.identifier.urihttps://apicris.irins.org/handle/IITM2023/47384
dc.relation.ispartofseriesFrontiers in Computational Neuroscience
dc.sourceFrontiers in Computational Neuroscience
dc.subjectBasal ganglia
dc.subjectCognitive function
dc.subjectComputational cognitive neuroscience
dc.subjectMotor function
dc.subjectParkinson's disease
dc.titleExploring the cognitive and motor functions of the basal ganglia: An integrative review of computational cognitive neuroscience models
dc.typeJournal
dspace.entity.typePublication
oaire.citation.issueDEC
oairecerif.author.affiliation#PLACEHOLDER_PARENT_METADATA_VALUE#
oairecerif.author.affiliationIndian Institute of Technology, Madras
oairecerif.author.affiliation#PLACEHOLDER_PARENT_METADATA_VALUE#
person.affiliation.cityWest Lafayette
person.affiliation.cityBankstown
person.affiliation.cityChennai
person.affiliation.id60122579
person.affiliation.id60107806
person.affiliation.id60025757
person.affiliation.nameCollege of Health and Human Sciences
person.affiliation.nameThe MARCS Institute for Brain, Behaviour and Development
person.affiliation.nameIndian Institute of Technology Madras
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