{"id":"https://openalex.org/W2608101316","doi":"https://doi.org/10.1109/tnnls.2017.2691260","title":"User Preference-Based Dual-Memory Neural Model With Memory Consolidation Approach","display_name":"User Preference-Based Dual-Memory Neural Model With Memory Consolidation Approach","publication_year":2017,"publication_date":"2017-04-24","ids":{"openalex":"https://openalex.org/W2608101316","doi":"https://doi.org/10.1109/tnnls.2017.2691260","mag":"2608101316","pmid":"https://pubmed.ncbi.nlm.nih.gov/28436904"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2017.2691260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2017.2691260","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/107588/107588.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017727950","display_name":"Jauwairia Nasir","orcid":"https://orcid.org/0000-0002-6203-1510"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jauwairia Nasir","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088505811","display_name":"Yong-Ho Yoo","orcid":"https://orcid.org/0000-0003-1871-7635"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong-Ho Yoo","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086277177","display_name":"Deok-Hwa Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Deok-Hwa Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100718523","display_name":"Jong-Hwan Kim","orcid":"https://orcid.org/0000-0002-4172-4174"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong-Hwan Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4172-4174","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.8916,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7382948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"29","issue":"6","first_page":"2294","last_page":"2308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9947999715805054,"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/T10320","display_name":"Neural Networks and Applications","score":0.9929999709129333,"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/recall","display_name":"Recall","score":0.7649915814399719},{"id":"https://openalex.org/keywords/adaptive-memory","display_name":"Adaptive memory","score":0.7119511961936951},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.689186692237854},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.6136634945869446},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.575623631477356},{"id":"https://openalex.org/keywords/memory-consolidation","display_name":"Memory consolidation","score":0.5522303581237793},{"id":"https://openalex.org/keywords/episodic-memory","display_name":"Episodic memory","score":0.5379086136817932},{"id":"https://openalex.org/keywords/semantic-memory","display_name":"Semantic memory","score":0.5278772115707397},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.521457850933075},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5177632570266724},{"id":"https://openalex.org/keywords/consolidation","display_name":"Consolidation (business)","score":0.4682287573814392},{"id":"https://openalex.org/keywords/memory-model","display_name":"Memory model","score":0.44462671875953674},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4442412257194519},{"id":"https://openalex.org/keywords/reconstructive-memory","display_name":"Reconstructive memory","score":0.43755242228507996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43398919701576233},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3697543442249298},{"id":"https://openalex.org/keywords/explicit-memory","display_name":"Explicit memory","score":0.3263842463493347},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2729986310005188},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.11954495310783386}],"concepts":[{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.7649915814399719},{"id":"https://openalex.org/C30390489","wikidata":"https://www.wikidata.org/wiki/Q4680748","display_name":"Adaptive memory","level":3,"score":0.7119511961936951},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.689186692237854},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.6136634945869446},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.575623631477356},{"id":"https://openalex.org/C48455012","wikidata":"https://www.wikidata.org/wiki/Q2892593","display_name":"Memory consolidation","level":3,"score":0.5522303581237793},{"id":"https://openalex.org/C88576662","wikidata":"https://www.wikidata.org/wiki/Q18646","display_name":"Episodic memory","level":3,"score":0.5379086136817932},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.5278772115707397},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.521457850933075},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5177632570266724},{"id":"https://openalex.org/C2776014549","wikidata":"https://www.wikidata.org/wiki/Q3050847","display_name":"Consolidation (business)","level":2,"score":0.4682287573814392},{"id":"https://openalex.org/C12186640","wikidata":"https://www.wikidata.org/wiki/Q6815743","display_name":"Memory model","level":3,"score":0.44462671875953674},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4442412257194519},{"id":"https://openalex.org/C156737912","wikidata":"https://www.wikidata.org/wiki/Q7302799","display_name":"Reconstructive memory","level":5,"score":0.43755242228507996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43398919701576233},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3697543442249298},{"id":"https://openalex.org/C112049663","wikidata":"https://www.wikidata.org/wiki/Q18608","display_name":"Explicit memory","level":4,"score":0.3263842463493347},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2729986310005188},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.11954495310783386},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C2781161787","wikidata":"https://www.wikidata.org/wiki/Q48360","display_name":"Hippocampus","level":2,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2017.2691260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2017.2691260","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:28436904","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28436904","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":"Journal Article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:107588","is_oa":true,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/107588","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/107588/107588.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:uni-augsburg.opus-bayern.de:107588","is_oa":true,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/107588","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/107588/107588.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2322993503","display_name":null,"funder_award_id":"2014R1A2A1A10051551","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3388990314","display_name":null,"funder_award_id":"2014R1A2A1A10051551","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2608101316.pdf","grobid_xml":"https://content.openalex.org/works/W2608101316.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W40212766","https://openalex.org/W152052037","https://openalex.org/W1491630780","https://openalex.org/W1519522181","https://openalex.org/W1521993350","https://openalex.org/W1569362568","https://openalex.org/W1954469881","https://openalex.org/W1970006557","https://openalex.org/W1988242323","https://openalex.org/W1994251767","https://openalex.org/W2010080881","https://openalex.org/W2012611887","https://openalex.org/W2027289555","https://openalex.org/W2053292397","https://openalex.org/W2064675550","https://openalex.org/W2066267321","https://openalex.org/W2072152355","https://openalex.org/W2104643304","https://openalex.org/W2104761387","https://openalex.org/W2121805217","https://openalex.org/W2122384818","https://openalex.org/W2124190705","https://openalex.org/W2128731358","https://openalex.org/W2130647577","https://openalex.org/W2136269734","https://openalex.org/W2139502395","https://openalex.org/W2142533417","https://openalex.org/W2144219012","https://openalex.org/W2144225695","https://openalex.org/W2144701234","https://openalex.org/W2158007574","https://openalex.org/W2160104095","https://openalex.org/W2165088420","https://openalex.org/W2165646866","https://openalex.org/W2166631986","https://openalex.org/W2180809782","https://openalex.org/W2209954529","https://openalex.org/W2246828428","https://openalex.org/W2901312569","https://openalex.org/W2906888212","https://openalex.org/W3023435062","https://openalex.org/W3041214984","https://openalex.org/W4249972520","https://openalex.org/W4250621041","https://openalex.org/W4250676735","https://openalex.org/W6601630629","https://openalex.org/W6629489572","https://openalex.org/W6679500662","https://openalex.org/W6688096881","https://openalex.org/W6758020954"],"related_works":["https://openalex.org/W2029548206","https://openalex.org/W1706881574","https://openalex.org/W2154852160","https://openalex.org/W4390123033","https://openalex.org/W2047431989","https://openalex.org/W2972551992","https://openalex.org/W2024578874","https://openalex.org/W2622233359","https://openalex.org/W2973062982","https://openalex.org/W2087530000"],"abstract_inverted_index":{"Memory":[0],"modeling":[1],"has":[2],"been":[3],"a":[4,49,62,80,86,90,108,130,165],"popular":[5],"topic":[6],"of":[7,13,61,82,100,105,107,142,162,167],"research":[8],"for":[9],"improving":[10],"the":[11,94,98,103,154,212],"performance":[12],"autonomous":[14],"agents":[15],"in":[16],"cognition":[17],"related":[18],"problems.":[19],"Apart":[20],"from":[21],"learning":[22],"distinct":[23,126,184],"experiences":[24,29,143,185,191,205],"correctly,":[25],"significant":[26],"or":[27],"recurring":[28],"are":[30,113,118,150,174,183,200,206],"expected":[31],"to":[32,42,65,72,93,115,137,152,211],"be":[33,37],"learned":[34,186],"better":[35],"and":[36,71,74,102,117,129,197],"retrieved":[38],"easier.":[39],"In":[40],"order":[41],"achieve":[43],"this":[44,46],"objective,":[45],"paper":[47],"proposes":[48],"user":[50,63,95,195],"preference-based":[51],"dual-memory":[52,122],"adaptive":[53],"resonance":[54],"theory":[55],"network":[56],"model,":[57],"which":[58],"makes":[59],"use":[60],"preference":[64,96,196],"encode":[66],"memories":[67,84,112,128],"with":[68,193],"various":[69,77,160],"strengths":[70],"learn":[73],"forget":[75],"at":[76,89,97],"rates.":[78],"Over":[79],"period":[81],"time,":[83],"undergo":[85],"consolidation-like":[87],"process":[88],"rate":[91],"proportional":[92],"time":[99],"encoding":[101],"frequency":[104,199],"recall":[106,116,198],"particular":[109],"memory.":[110],"Consolidated":[111],"easier":[114],"more":[119,208],"stable.":[120],"This":[121,135],"neural":[123],"model":[124,157],"generates":[125],"episodic":[127],"flexible":[131],"semantic-like":[132],"memory":[133,156],"component.":[134],"leads":[136],"an":[138],"enhanced":[139],"retrieval":[140],"mechanism":[141],"through":[144],"two":[145],"routes.":[146],"The":[147,169,177],"simulation":[148],"results":[149,171,178],"presented":[151],"evaluate":[153],"proposed":[155],"based":[158],"on":[159,172],"kinds":[161],"cues":[163],"over":[164],"number":[166],"trials.":[168],"experimental":[170],"Mybot":[173],"also":[175,189],"presented.":[176],"verify":[179],"that":[180,190],"not":[181],"only":[182],"correctly":[187],"but":[188],"associated":[192],"higher":[194],"consolidated":[201],"earlier.":[202],"Thus,":[203],"these":[204],"recalled":[207],"easily":[209],"relative":[210],"unconsolidated":[213],"experiences.":[214]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2017-05-05T00:00:00"}
