{"id":"https://openalex.org/W2794348114","doi":"https://doi.org/10.1515/jaiscr-2018-0015","title":"Complex-Valued Associative Memories with Projection and Iterative Learning Rules","display_name":"Complex-Valued Associative Memories with Projection and Iterative Learning Rules","publication_year":2018,"publication_date":"2018-02-09","ids":{"openalex":"https://openalex.org/W2794348114","doi":"https://doi.org/10.1515/jaiscr-2018-0015","mag":"2794348114"},"language":"en","primary_location":{"id":"doi:10.1515/jaiscr-2018-0015","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jaiscr-2018-0015","pdf_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/8/3/article-p237.pdf","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/8/3/article-p237.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014209466","display_name":"Teijiro Isokawa","orcid":"https://orcid.org/0000-0001-6503-5907"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Teijiro Isokawa","raw_affiliation_strings":["Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061484977","display_name":"Hiroki Yamamoto","orcid":"https://orcid.org/0000-0003-1051-6599"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroki Yamamoto","raw_affiliation_strings":["Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022478812","display_name":"H. Nishimura","orcid":"https://orcid.org/0000-0003-1572-6747"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haruhiko Nishimura","raw_affiliation_strings":["Graduate School of Applied Informatics , University of Hyogo , 7-1-28 Minatojima-Minami-cho, Chuo-ku, Kobe , Hyogo, 650-0047 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Applied Informatics , University of Hyogo , 7-1-28 Minatojima-Minami-cho, Chuo-ku, Kobe , Hyogo, 650-0047 Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109432362","display_name":"Takayuki Yumoto","orcid":"https://orcid.org/0009-0005-1854-0448"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takayuki Yumoto","raw_affiliation_strings":["Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001915732","display_name":"Naotake Kamiura","orcid":"https://orcid.org/0000-0001-7388-7624"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naotake Kamiura","raw_affiliation_strings":["Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016517866","display_name":"Nobuyuki Matsui","orcid":"https://orcid.org/0000-0002-6145-6461"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobuyuki Matsui","raw_affiliation_strings":["Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering , University of Hyogo , 2167 Shosha, Himeji , Hyogo, 671-2280 Japan","institution_ids":["https://openalex.org/I180941496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014209466"],"corresponding_institution_ids":["https://openalex.org/I180941496"],"apc_list":null,"apc_paid":null,"fwci":1.8616,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88865627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"3","first_page":"237","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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":0.9994000196456909,"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/T13579","display_name":"Image and Video Stabilization","score":0.9580000042915344,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.947700023651123,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/hopfield-network","display_name":"Hopfield network","score":0.7299284934997559},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.701811671257019},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.693185031414032},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6806367635726929},{"id":"https://openalex.org/keywords/learning-rule","display_name":"Learning rule","score":0.6585999727249146},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6507928371429443},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.6309463381767273},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5689423680305481},{"id":"https://openalex.org/keywords/bidirectional-associative-memory","display_name":"Bidirectional associative memory","score":0.5596022009849548},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5428959131240845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4776816964149475},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4253091812133789},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37343835830688477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2193203568458557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20983028411865234}],"concepts":[{"id":"https://openalex.org/C46421273","wikidata":"https://www.wikidata.org/wiki/Q1407668","display_name":"Hopfield network","level":3,"score":0.7299284934997559},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.701811671257019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.693185031414032},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6806367635726929},{"id":"https://openalex.org/C2779127903","wikidata":"https://www.wikidata.org/wiki/Q6510194","display_name":"Learning rule","level":3,"score":0.6585999727249146},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6507928371429443},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.6309463381767273},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5689423680305481},{"id":"https://openalex.org/C120620853","wikidata":"https://www.wikidata.org/wiki/Q506355","display_name":"Bidirectional associative memory","level":4,"score":0.5596022009849548},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5428959131240845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4776816964149475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4253091812133789},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37343835830688477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2193203568458557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20983028411865234},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/jaiscr-2018-0015","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jaiscr-2018-0015","pdf_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/8/3/article-p237.pdf","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1515/jaiscr-2018-0015","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jaiscr-2018-0015","pdf_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/8/3/article-p237.pdf","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1160463850","display_name":"\u6297\u30ea\u30f3\u30d1\u7403\u8840\u6e05\u306e\u7cbe\u88fd\u306b\u95a2\u3059\u308b\u7814\u7a76","funder_award_id":"470022","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G2983449479","display_name":null,"funder_award_id":"Scientific Research","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3236194794","display_name":null,"funder_award_id":"Grant-in-Aid","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3459562248","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3849364589","display_name":null,"funder_award_id":"Grant-in-Aids for Young Scientists (B)","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4220906510","display_name":null,"funder_award_id":"Scientific Research (C)","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4874944895","display_name":null,"funder_award_id":"-in-Aid","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6854393082","display_name":"\u96fb\u6975\u53cd\u5fdc\u306b\u304a\u3051\u308b\u96fb\u5b50\u79fb\u52d5\u904e\u7a0b\u306e\u901f\u5ea6\u8ad6\u7684\u7814\u7a76","funder_award_id":"247002","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7752643416","display_name":null,"funder_award_id":"Japan","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7960783064","display_name":"\u526f\u814e\u9ac4\u8cea\u30db\u30eb\u30e2\u30f3\u306b\u95a2\u3059\u308b\u7814\u7a76","funder_award_id":"47002","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8363658082","display_name":"Hypercomplex-valued Deep Neural Networks and Their Applications to Image Analysis","funder_award_id":"16K00248","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8491033780","display_name":null,"funder_award_id":"24700227","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2794348114.pdf","grobid_xml":"https://content.openalex.org/works/W2794348114.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1725972983","https://openalex.org/W1995539593","https://openalex.org/W2003525025","https://openalex.org/W2033788889","https://openalex.org/W2046060847","https://openalex.org/W2050111479","https://openalex.org/W2069767928","https://openalex.org/W2095899073","https://openalex.org/W2110122948","https://openalex.org/W2115999300","https://openalex.org/W2123113196","https://openalex.org/W2126944419","https://openalex.org/W2136892987","https://openalex.org/W2161780063","https://openalex.org/W2301703807","https://openalex.org/W2487295360","https://openalex.org/W2493745289","https://openalex.org/W2898274501","https://openalex.org/W4206645272"],"related_works":["https://openalex.org/W4321273133","https://openalex.org/W1536116856","https://openalex.org/W2109892802","https://openalex.org/W2769111744","https://openalex.org/W2390617758","https://openalex.org/W2144581752","https://openalex.org/W2147932521","https://openalex.org/W2050720944","https://openalex.org/W2260028708","https://openalex.org/W166733291"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2],"paper,":[3],"we":[4],"investigate":[5],"the":[6,12,17,24,30,47,59,74],"stability":[7,75],"of":[8,37,64],"patterns":[9,45,65,78],"embedded":[10,66,77],"as":[11],"associative":[13],"memory":[14],"distributed":[15],"on":[16,33],"complex-valued":[18,60],"Hopfield":[19],"neural":[20],"network,":[21,48],"in":[22],"which":[23],"neuron":[25],"states":[26],"are":[27,55],"encoded":[28],"by":[29,67],"phase":[31],"values":[32],"a":[34],"unit":[35],"circle":[36],"complex":[38],"plane.":[39],"As":[40],"learning":[41,53,69],"schemes":[42],"for":[43,76],"embedding":[44],"onto":[46],"projection":[49],"rule":[50,54,70],"and":[51,73],"iterative":[52,68],"formally":[56],"expanded":[57],"to":[58],"case.":[61],"The":[62],"retrieval":[63],"is":[71,79],"demonstrated":[72],"quantitatively":[80],"investigated.":[81]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
