{"id":"https://openalex.org/W2096996496","doi":"https://doi.org/10.1109/ijcnn.2010.5596734","title":"A self-organizing approach to episodic memory modeling","display_name":"A self-organizing approach to episodic memory modeling","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2096996496","doi":"https://doi.org/10.1109/ijcnn.2010.5596734","mag":"2096996496"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=7167&context=sis_research","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100768918","display_name":"Wenwen Wang","orcid":"https://orcid.org/0000-0003-0840-4846"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Wenwen Wang","raw_affiliation_strings":["The School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"The School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062773086","display_name":"Budhitama Subagdja","orcid":"https://orcid.org/0000-0001-9774-0264"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Budhitama Subagdja","raw_affiliation_strings":["The School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"The School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004167801","display_name":"Ah\u2010Hwee Tan","orcid":"https://orcid.org/0000-0003-0378-4069"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ah-Hwee Tan","raw_affiliation_strings":["The School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University, Singapore, 639798"],"affiliations":[{"raw_affiliation_string":"The School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore, 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015145805","display_name":"Janusz A. Starzyk","orcid":"https://orcid.org/0000-0003-2678-5515"},"institutions":[{"id":"https://openalex.org/I4210106879","display_name":"Ohio University","ror":"https://ror.org/01jr3y717","country_code":"US","type":"education","lineage":["https://openalex.org/I4210106879"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janusz A. Starzyk","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Russ College of Engineering and Technology, Ohio University, USA","School of Electrical Engineering and Computer Science, Russ College of Engineering and Technology, Ohio University, Stocker Center r. 347, U.S.A"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Russ College of Engineering and Technology, Ohio University, USA","institution_ids":["https://openalex.org/I4210106879"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Russ College of Engineering and Technology, Ohio University, Stocker Center r. 347, U.S.A","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100768918"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":1.3965,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85281957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9943000078201294,"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":0.9943000078201294,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9861999750137329,"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/episodic-memory","display_name":"Episodic memory","score":0.8134535551071167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8085914850234985},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.7500267028808594},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6031559705734253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5320901274681091},{"id":"https://openalex.org/keywords/memory-model","display_name":"Memory model","score":0.4636382460594177},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.41270512342453003},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.37489551305770874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.335507333278656},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14200282096862793},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.12214720249176025}],"concepts":[{"id":"https://openalex.org/C88576662","wikidata":"https://www.wikidata.org/wiki/Q18646","display_name":"Episodic memory","level":3,"score":0.8134535551071167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8085914850234985},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.7500267028808594},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6031559705734253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5320901274681091},{"id":"https://openalex.org/C12186640","wikidata":"https://www.wikidata.org/wiki/Q6815743","display_name":"Memory model","level":3,"score":0.4636382460594177},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.41270512342453003},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.37489551305770874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.335507333278656},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14200282096862793},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.12214720249176025},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-7167","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=7167&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/IJCNN.2010.5596734","raw_type":"Conference Proceeding Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.418.3962","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.418.3962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ohio.edu/people/starzykj/network/Research/Papers/conf A Self-Organizing Approach to Episodic 2010.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.418.5571","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.418.5571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ohio.edu/people/starzykj/network/Research/Papers/Recent conferences/WCCI_www_episodic memory_2010.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-7167","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=7167&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/IJCNN.2010.5596734","raw_type":"Conference Proceeding Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W40212766","https://openalex.org/W152052037","https://openalex.org/W1519522181","https://openalex.org/W1569362568","https://openalex.org/W2050436262","https://openalex.org/W2064913240","https://openalex.org/W2109502784","https://openalex.org/W2121843296","https://openalex.org/W2144219012","https://openalex.org/W2162834737","https://openalex.org/W2166631986","https://openalex.org/W2167570335","https://openalex.org/W2168564786","https://openalex.org/W2291634899","https://openalex.org/W6601630629","https://openalex.org/W6606091287","https://openalex.org/W6684165521","https://openalex.org/W6685015738","https://openalex.org/W6697024158"],"related_works":["https://openalex.org/W2799800314","https://openalex.org/W2148589270","https://openalex.org/W2768506563","https://openalex.org/W2149061234","https://openalex.org/W37034129","https://openalex.org/W3134579147","https://openalex.org/W1965808700","https://openalex.org/W2625113306","https://openalex.org/W2765423738","https://openalex.org/W4226094762"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2,78],"a":[3,13,55,79,114],"neural":[4],"model":[5,52,77,102,128],"that":[6,126],"learns":[7],"episodic":[8,66,75,107],"traces":[9,67],"in":[10,113,133],"response":[11],"to":[12,82,105],"continual":[14],"stream":[15],"of":[16,64,109],"sensory":[17],"input":[18],"and":[19,40,86,88,93,135,138,143],"feedback":[20],"received":[21],"from":[22],"the":[23,73,101,127],"environment.":[24],"The":[25,51],"proposed":[26,74],"model,":[27],"based":[28],"on":[29],"fusion":[30],"Adaptive":[31],"Resonance":[32],"Theory":[33],"(fusion":[34],"ART)":[35],"network,":[36],"extracts":[37],"key":[38,84],"events":[39,45,85,137],"encodes":[41],"spatio-temporal":[42],"relations":[43],"between":[44],"by":[46],"creating":[47],"cognitive":[48],"nodes":[49],"dynamically.":[50],"further":[53],"incorporates":[54],"novel":[56],"memory":[57,76,108],"search":[58,63],"procedure,":[59],"which":[60],"performs":[61],"parallel":[62],"stored":[65],"continuously.":[68],"Comparing":[69],"with":[70,141],"prior":[71],"systems,":[72],"robust":[80,131],"approach":[81],"encoding":[83,134],"episodes":[87,139],"recalling":[89,136],"them":[90],"using":[91],"partial":[92],"erroneous":[94],"cues.":[95,145],"We":[96],"present":[97],"experimental":[98,123],"studies,":[99],"wherein":[100],"is":[103],"used":[104],"learn":[106],"an":[110],"agent's":[111],"experience":[112],"first":[115],"person":[116],"game":[117],"environment":[118],"called":[119],"Unreal":[120],"Tournament.":[121],"Our":[122],"results":[124],"show":[125],"produces":[129],"highly":[130],"performance":[132],"even":[140],"incomplete":[142],"noisy":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}