{"id":"https://openalex.org/W2404072369","doi":"https://doi.org/10.3233/978-1-60750-959-2-50","title":"Learning categories with invariances in a neural network model of prefrontal cortex","display_name":"Learning categories with invariances in a neural network model of prefrontal cortex","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2404072369","doi":"https://doi.org/10.3233/978-1-60750-959-2-50","mag":"2404072369"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-959-2-50","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-959-2-50","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Chelian Suhas E.","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chelian Suhas E.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113839378","display_name":"Bhargavi Rajan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhattacharyya Rajan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116358989","display_name":"O'Reilly Randall","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"O'Reilly Randall","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7457,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76229457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14394","display_name":"Cognitive Science and Education Research","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prefrontal-cortex","display_name":"Prefrontal cortex","score":0.7585443258285522},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.620373010635376},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5062717199325562},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4595346450805664},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4570702314376831},{"id":"https://openalex.org/keywords/consumer-neuroscience","display_name":"Consumer neuroscience","score":0.42554858326911926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3959062099456787},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.39469048380851746},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.39204949140548706},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.1216384768486023}],"concepts":[{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.7585443258285522},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.620373010635376},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5062717199325562},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4595346450805664},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4570702314376831},{"id":"https://openalex.org/C25551252","wikidata":"https://www.wikidata.org/wiki/Q5164707","display_name":"Consumer neuroscience","level":4,"score":0.42554858326911926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3959062099456787},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.39469048380851746},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.39204949140548706},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.1216384768486023}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-60750-959-2-50","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-959-2-50","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1810474833","https://openalex.org/W1955896372","https://openalex.org/W1982426482","https://openalex.org/W2011350397","https://openalex.org/W2023374478","https://openalex.org/W2070900790","https://openalex.org/W2100296711","https://openalex.org/W2108367605","https://openalex.org/W2120536063","https://openalex.org/W2138014578","https://openalex.org/W3011647235"],"related_works":["https://openalex.org/W1541981780","https://openalex.org/W2009833394","https://openalex.org/W97283205","https://openalex.org/W4224542761","https://openalex.org/W2329820015","https://openalex.org/W113330889","https://openalex.org/W2098351937","https://openalex.org/W4246442008","https://openalex.org/W2077995513","https://openalex.org/W3042450130"],"abstract_inverted_index":{"Prefrontal":[0,17],"cortex":[1,18],"(PFC)":[2],"is":[3,29],"implicated":[4],"in":[5,42,46],"a":[6,40],"number":[7],"of":[8,100],"functions":[9],"including":[10,90],"working":[11],"memory":[12],"and":[13,26,80,95,102],"categorization.":[14,56],"Here":[15],"the":[16,53,87],"Basal":[19],"Ganglia":[20],"Working":[21],"Memory":[22],"(PBWM)":[23],"model":[24,58],"(O'Reilly":[25],"Frank,":[27],"2006)":[28],"applied":[30],"to":[31,52,60,77,86,92],"learning":[32],"categories":[33],"with":[34,72],"invariances.":[35],"In":[36],"particular,":[37],"motivated":[38],"by":[39],"problem":[41],"scene":[43],"recognition,":[44],"objects":[45],"different":[47],"locations":[48],"are":[49,105],"sequentially":[50],"presented":[51],"network":[54],"for":[55],"The":[57],"learns":[59],"recognize":[61],"these":[62],"classes":[63],"without":[64],"explicit":[65],"programming,":[66],"thus":[67],"modeling":[68,96],"human":[69],"categorization":[70],"along":[71],"characteristics":[73],"such":[74],"as":[75],"generalization":[76],"novel":[78],"sequences":[79],"frequency":[81],"dependent":[82],"effects.":[83],"Future":[84],"extensions":[85],"current":[88],"work":[89],"applications":[91],"other":[93],"domains":[94],"functionally":[97],"distinct":[98],"segregations":[99],"PFC":[101],"neuromodulatory":[103],"systems":[104],"also":[106],"described.":[107]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
