{"id":"https://openalex.org/W2294801961","doi":"https://doi.org/10.5220/0005606800490057","title":"A Heteroassociative Learning Model Robust to Interference","display_name":"A Heteroassociative Learning Model Robust to Interference","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2294801961","doi":"https://doi.org/10.5220/0005606800490057","mag":"2294801961"},"language":"en","primary_location":{"id":"doi:10.5220/0005606800490057","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005606800490057","pdf_url":null,"source":null,"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":"Proceedings of the 7th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005606800490057","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020170024","display_name":"Randa Kassab","orcid":"https://orcid.org/0000-0002-5002-3740"},"institutions":[{"id":"https://openalex.org/I4210131512","display_name":"Centre de Recherche Inria Bordeaux - Sud-Ouest","ror":"https://ror.org/03tjcj052","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210131512"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Randa Kassab","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest and Universit\u00e9 de Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest and Universit\u00e9 de Bordeaux, France","institution_ids":["https://openalex.org/I4210131512","https://openalex.org/I15057530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073820572","display_name":"Fr\u00e9d\u00e9ric Alexandre","orcid":"https://orcid.org/0000-0002-6113-1878"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210131512","display_name":"Centre de Recherche Inria Bordeaux - Sud-Ouest","ror":"https://ror.org/03tjcj052","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210131512"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Alexandre","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest and Universit\u00e9 de Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest and Universit\u00e9 de Bordeaux, France","institution_ids":["https://openalex.org/I4210131512","https://openalex.org/I15057530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020170024"],"corresponding_institution_ids":["https://openalex.org/I4210131512","https://openalex.org/I15057530"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09010484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9947999715805054,"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":0.9947999715805054,"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/T10448","display_name":"Memory and Neural Mechanisms","score":0.9926000237464905,"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/T10581","display_name":"Neural dynamics and brain function","score":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7790481448173523},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7694477438926697},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.6561274528503418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6113448143005371},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4953986406326294},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.45026519894599915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4459001421928406},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09050074219703674},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07546031475067139},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07203897833824158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7790481448173523},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7694477438926697},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.6561274528503418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6113448143005371},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4953986406326294},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.45026519894599915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4459001421928406},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09050074219703674},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07546031475067139},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07203897833824158},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005606800490057","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005606800490057","pdf_url":null,"source":null,"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":"Proceedings of the 7th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005606800490057","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005606800490057","pdf_url":null,"source":null,"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":"Proceedings of the 7th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W196292291","https://openalex.org/W1521472407","https://openalex.org/W2013417859","https://openalex.org/W2047057213","https://openalex.org/W2058113871","https://openalex.org/W2082622165","https://openalex.org/W2086051064","https://openalex.org/W2089391834","https://openalex.org/W2126076951","https://openalex.org/W2128084896","https://openalex.org/W2132550589","https://openalex.org/W2160990084","https://openalex.org/W2162949605","https://openalex.org/W3041214984"],"related_works":["https://openalex.org/W3093895509","https://openalex.org/W3163481960","https://openalex.org/W2323394100","https://openalex.org/W280704926","https://openalex.org/W2476068070","https://openalex.org/W4323971310","https://openalex.org/W2893372175","https://openalex.org/W1972827106","https://openalex.org/W4283526844","https://openalex.org/W2787003449"],"abstract_inverted_index":{"Neuronal":[0],"models":[1],"of":[2,16,51,73,79,95],"associative":[3],"memories":[4],"are":[5,35],"recurrent":[6],"networks":[7],"able":[8],"to":[9,25,48,54],"learn":[10],"quickly":[11],"patterns":[12],"as":[13],"stable":[14],"states":[15],"the":[17,93],"network.":[18],"Their":[19],"main":[20],"acknowledged":[21],"weakness":[22],"is":[23],"related":[24,53],"catastrophic":[26],"interference":[27],"when":[28],"too":[29,32],"many":[30],"or":[31],"close":[33],"examples":[34],"stored.":[36],"Based":[37],"on":[38],"biological":[39,87],"data":[40],"we":[41,60],"have":[42],"recently":[43],"proposed":[44],"a":[45],"model":[46],"resistant":[47],"some":[49],"kinds":[50],"interferences":[52],"heteroassociative":[55],"learning.":[56,97],"In":[57],"this":[58,66],"paper":[59],"report":[61],"numerical":[62],"experiments":[63],"that":[64],"highlight":[65],"robustness":[67],"and":[68,89],"demonstrate":[69],"very":[70],"good":[71],"performances":[72],"memorization.":[74],"We":[75],"also":[76],"discuss":[77],"convergence":[78],"interests":[80],"for":[81,86],"such":[82],"an":[83],"adaptive":[84],"mechanism":[85],"modeling":[88],"information":[90],"processing":[91],"in":[92],"domain":[94],"machine":[96]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}