{"id":"https://openalex.org/W2002249068","doi":"https://doi.org/10.1109/itw.2013.6691267","title":"Coupled neural associative memories","display_name":"Coupled neural associative memories","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2002249068","doi":"https://doi.org/10.1109/itw.2013.6691267","mag":"2002249068"},"language":"en","primary_location":{"id":"doi:10.1109/itw.2013.6691267","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw.2013.6691267","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/199461","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020548562","display_name":"Amin Karbasi","orcid":"https://orcid.org/0000-0002-5898-0289"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Amin Karbasi","raw_affiliation_strings":["Department of Computer Science, ETHZ, Switzerland","Dept. of Comput. Sci., ETHZ, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, ETHZ, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Dept. of Comput. Sci., ETHZ, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050441799","display_name":"Amir Hesam Salavati","orcid":"https://orcid.org/0000-0003-2680-5408"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Amir Hesam Salavati","raw_affiliation_strings":["EPFL, School of Computer and Communication Sciences, Switzerland","School of Computer and Communication Science, EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL, School of Computer and Communication Sciences, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"School of Computer and Communication Science, EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058641647","display_name":"Amin Shokrollahi","orcid":"https://orcid.org/0000-0001-7938-7022"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Amin Shokrollahi","raw_affiliation_strings":["EPFL, School of Computer and Communication Sciences, Switzerland","School of Computer and Communication Science, EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL, School of Computer and Communication Sciences, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"School of Computer and Communication Science, EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9988999962806702,"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":0.9988999962806702,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9975000023841858,"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":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7867881059646606},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.7238442897796631},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.6375617980957031},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5725237131118774},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5535866022109985},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5353503823280334},{"id":"https://openalex.org/keywords/macaque","display_name":"Macaque","score":0.5240783095359802},{"id":"https://openalex.org/keywords/content-addressable-storage","display_name":"Content-addressable storage","score":0.514746904373169},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5098244547843933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5053401589393616},{"id":"https://openalex.org/keywords/bidirectional-associative-memory","display_name":"Bidirectional associative memory","score":0.4196365773677826},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4077605605125427},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.18935784697532654},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12450647354125977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08524870872497559}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7867881059646606},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.7238442897796631},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.6375617980957031},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5725237131118774},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5535866022109985},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5353503823280334},{"id":"https://openalex.org/C2778950215","wikidata":"https://www.wikidata.org/wiki/Q177601","display_name":"Macaque","level":2,"score":0.5240783095359802},{"id":"https://openalex.org/C2778618852","wikidata":"https://www.wikidata.org/wiki/Q1128613","display_name":"Content-addressable storage","level":4,"score":0.514746904373169},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5098244547843933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5053401589393616},{"id":"https://openalex.org/C120620853","wikidata":"https://www.wikidata.org/wiki/Q506355","display_name":"Bidirectional associative memory","level":4,"score":0.4196365773677826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4077605605125427},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.18935784697532654},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12450647354125977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08524870872497559},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":2,"locations":[{"id":"doi:10.1109/itw.2013.6691267","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw.2013.6691267","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.tind.io:199461","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/199461","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.tind.io:199461","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/199461","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1512746852","https://openalex.org/W1964142240","https://openalex.org/W1980544482","https://openalex.org/W1984431842","https://openalex.org/W1988459699","https://openalex.org/W2002249068","https://openalex.org/W2101055774","https://openalex.org/W2115104320","https://openalex.org/W2121160181","https://openalex.org/W2126944419","https://openalex.org/W2128084896","https://openalex.org/W2150610158","https://openalex.org/W2161780063","https://openalex.org/W2172679141","https://openalex.org/W2338037132","https://openalex.org/W2962770701","https://openalex.org/W3125530803","https://openalex.org/W6675243368"],"related_works":["https://openalex.org/W4321273133","https://openalex.org/W2137740981","https://openalex.org/W2050720944","https://openalex.org/W1987836535","https://openalex.org/W1536116856","https://openalex.org/W2104835989","https://openalex.org/W2049114128","https://openalex.org/W2158622082","https://openalex.org/W1517412873","https://openalex.org/W1902246517"],"abstract_inverted_index":{"We":[0,118],"propose":[1],"a":[2,7,16],"novel":[3],"architecture":[4,43],"to":[5,47,68,127],"design":[6],"neural":[8],"associative":[9],"memory":[10],"that":[11,44,70,123],"is":[12,30,45,79],"capable":[13],"of":[14,19,27,51,57,63,73,90,96],"learning":[15,91],"large":[17,94,113],"number":[18,95],"patterns":[20],"and":[21,39],"recalling":[22],"them":[23],"later":[24],"in":[25,76,102,111],"presence":[26],"noise.":[28],"It":[29],"based":[31],"on":[32],"dividing":[33],"the":[34,48,71,83,88,107,128],"neurons":[35],"into":[36],"local":[37],"clusters":[38],"parallel":[40],"plains,":[41],"an":[42,92],"similar":[46],"visual":[49],"cortex":[50],"macaque":[52],"brain.":[53],"The":[54],"common":[55],"features":[56],"our":[58],"proposed":[59],"model":[60],"with":[61],"those":[62],"spatially-coupled":[64],"codes":[65],"enable":[66],"us":[67],"show":[69],"performance":[72,105],"such":[74],"networks":[75],"eliminating":[77],"noise":[78],"drastically":[80],"better":[81],"than":[82],"previous":[84],"approaches":[85],"while":[86],"maintaining":[87],"ability":[89],"exponentially":[93],"patterns.":[97],"Previous":[98],"work":[99],"either":[100],"failed":[101],"providing":[103],"good":[104],"during":[106],"recall":[108],"phase":[109],"or":[110],"offering":[112],"pattern":[114],"retrieval":[115],"(storage)":[116],"capacities.":[117],"also":[119],"present":[120],"computational":[121],"experiments":[122],"lend":[124],"additional":[125],"support":[126],"theoretical":[129],"analysis.":[130]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}