{"id":"https://openalex.org/W1679085526","doi":"https://doi.org/10.1109/ijcnn.2015.7280829","title":"Regularity and randomness in modular network structures for neural associative memories","display_name":"Regularity and randomness in modular network structures for neural associative memories","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1679085526","doi":"https://doi.org/10.1109/ijcnn.2015.7280829","mag":"1679085526"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","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":"https://openalex.org/A5025420478","display_name":"Gouhei Tanaka","orcid":"https://orcid.org/0000-0002-6223-4406"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Gouhei Tanaka","raw_affiliation_strings":["Graduate School of Engineering, The University of Tokyo, 113-8656, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, The University of Tokyo, 113-8656, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014529674","display_name":"Toshiyuki Yamane","orcid":"https://orcid.org/0000-0002-8796-3007"},"institutions":[{"id":"https://openalex.org/I4210145865","display_name":"IBM Research - Tokyo","ror":"https://ror.org/04915qk43","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145865"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiyuki Yamane","raw_affiliation_strings":["IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan"],"affiliations":[{"raw_affiliation_string":"IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan","institution_ids":["https://openalex.org/I4210145865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036023447","display_name":"Daiju Nakano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145865","display_name":"IBM Research - Tokyo","ror":"https://ror.org/04915qk43","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145865"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daiju Nakano","raw_affiliation_strings":["IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan"],"affiliations":[{"raw_affiliation_string":"IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan","institution_ids":["https://openalex.org/I4210145865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085544355","display_name":"Ryosho Nakane","orcid":"https://orcid.org/0000-0002-9059-9349"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryosho Nakane","raw_affiliation_strings":["Graduate School of Engineering, The University of Tokyo, 113-8656, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, The University of Tokyo, 113-8656, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035015455","display_name":"Y. Katayama","orcid":"https://orcid.org/0000-0002-2674-9365"},"institutions":[{"id":"https://openalex.org/I4210145865","display_name":"IBM Research - Tokyo","ror":"https://ror.org/04915qk43","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145865"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasunao Katayama","raw_affiliation_strings":["IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan"],"affiliations":[{"raw_affiliation_string":"IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan","institution_ids":["https://openalex.org/I4210145865"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025420478"],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.4314,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7523283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9988999962806702,"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/T12676","display_name":"Machine Learning and ELM","score":0.9965999722480774,"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/randomness","display_name":"Randomness","score":0.9210032224655151},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7588340044021606},{"id":"https://openalex.org/keywords/bidirectional-associative-memory","display_name":"Bidirectional associative memory","score":0.7405364513397217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7391218543052673},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7321286201477051},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.7282029390335083},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.7125098705291748},{"id":"https://openalex.org/keywords/modular-neural-network","display_name":"Modular neural network","score":0.555863082408905},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5298663973808289},{"id":"https://openalex.org/keywords/content-addressable-storage","display_name":"Content-addressable storage","score":0.476124107837677},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37940219044685364},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3664706349372864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30379754304885864},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.20639339089393616},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11374840140342712}],"concepts":[{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.9210032224655151},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7588340044021606},{"id":"https://openalex.org/C120620853","wikidata":"https://www.wikidata.org/wiki/Q506355","display_name":"Bidirectional associative memory","level":4,"score":0.7405364513397217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7391218543052673},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7321286201477051},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.7282029390335083},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.7125098705291748},{"id":"https://openalex.org/C2781121602","wikidata":"https://www.wikidata.org/wiki/Q3504403","display_name":"Modular neural network","level":4,"score":0.555863082408905},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5298663973808289},{"id":"https://openalex.org/C2778618852","wikidata":"https://www.wikidata.org/wiki/Q1128613","display_name":"Content-addressable storage","level":4,"score":0.476124107837677},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37940219044685364},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3664706349372864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30379754304885864},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.20639339089393616},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11374840140342712},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W65471274","https://openalex.org/W1644749979","https://openalex.org/W1976033787","https://openalex.org/W1980084601","https://openalex.org/W1986477811","https://openalex.org/W1995539593","https://openalex.org/W1998879345","https://openalex.org/W1999653836","https://openalex.org/W2000626902","https://openalex.org/W2022173618","https://openalex.org/W2028166238","https://openalex.org/W2032915841","https://openalex.org/W2033758433","https://openalex.org/W2040847667","https://openalex.org/W2054257211","https://openalex.org/W2059148040","https://openalex.org/W2060910814","https://openalex.org/W2068469823","https://openalex.org/W2080277460","https://openalex.org/W2097351860","https://openalex.org/W2112090702","https://openalex.org/W2128084896","https://openalex.org/W2150371779","https://openalex.org/W2156774185","https://openalex.org/W2159929956","https://openalex.org/W2171673774","https://openalex.org/W2179556654","https://openalex.org/W3099264534","https://openalex.org/W4232220759"],"related_works":["https://openalex.org/W4321273133","https://openalex.org/W2050720944","https://openalex.org/W1987836535","https://openalex.org/W1536116856","https://openalex.org/W1521642090","https://openalex.org/W2158622082","https://openalex.org/W1517412873","https://openalex.org/W1485683306","https://openalex.org/W1902246517","https://openalex.org/W2140603008"],"abstract_inverted_index":{"This":[0],"study":[1],"explores":[2],"efficient":[3],"structures":[4,155],"of":[5,21,45,53,68,109,116,128,149],"artificial":[6],"neural":[7,29,162],"networks":[8,30,103],"for":[9,66,80,120,159],"associative":[10,46,117],"memories.":[11],"Motivated":[12],"by":[13],"the":[14,19,42,54,114,126,139,146],"real":[15],"brain":[16],"structure":[17,91],"and":[18,51,74,95,111,132,151],"demand":[20],"energy":[22],"efficiency":[23],"in":[24,153],"hardware":[25,81],"implementation,":[26,82],"we":[27,98,123],"consider":[28,99],"with":[31,92],"sparse":[32],"modular":[33,102],"structures.":[34,56],"Numerical":[35],"experiments":[36],"are":[37],"performed":[38],"to":[39],"clarify":[40],"how":[41],"storage":[43],"capacity":[44],"memory":[47,118],"depends":[48],"on":[49,106],"regularity":[50,110,150],"randomness":[52,152],"network":[55,90,154],"We":[57],"first":[58],"show":[59],"that":[60,125,145],"a":[61,75,89],"fully":[62,76],"regularized":[63],"network,":[64,78],"suited":[65],"design":[67],"hardware,":[69],"has":[70],"poor":[71],"recall":[72,85],"performance":[73,94],"random":[77,129],"undesired":[79],"yields":[83],"excellent":[84],"performance.":[86],"For":[87],"seeking":[88],"good":[93],"high":[96],"implementability,":[97],"four":[100],"different":[101,107],"constructed":[104],"based":[105],"combinations":[108],"randomness.":[112],"From":[113],"results":[115,143],"tests":[119],"these":[121],"networks,":[122],"find":[124],"combination":[127],"intramodule":[130],"connections":[131,135],"regular":[133],"intermodule":[134],"works":[136],"better":[137],"than":[138],"other":[140],"cases.":[141],"Our":[142],"suggest":[144],"parallel":[147],"usage":[148],"could":[156],"be":[157],"beneficial":[158],"developing":[160],"energy-efficient":[161],"networks.":[163]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}