{"id":"https://openalex.org/W1978429663","doi":"https://doi.org/10.5220/0005156003160321","title":"Feature, Configuration, History - A Bio-inspired Framework for Information Representation in Neural Networks","display_name":"Feature, Configuration, History - A Bio-inspired Framework for Information Representation in Neural Networks","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1978429663","doi":"https://doi.org/10.5220/0005156003160321","mag":"1978429663"},"language":"en","primary_location":{"id":"doi:10.5220/0005156003160321","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005156003160321","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 International Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005156003160321","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","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/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"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/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"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":true,"raw_author_name":"Fr\u00e9d\u00e9ric Alexandre","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest, LaBRI, Universit\u00e9 de Bordeaux and CNRS, France"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest, LaBRI, Universit\u00e9 de Bordeaux and CNRS, France","institution_ids":["https://openalex.org/I4210131512","https://openalex.org/I15057530","https://openalex.org/I4210160189","https://openalex.org/I4210142254","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052187248","display_name":"Maxime Carrere","orcid":null},"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/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"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/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maxime Carrere","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest, LaBRI, Universit\u00e9 de Bordeaux and CNRS, France"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest, LaBRI, Universit\u00e9 de Bordeaux and CNRS, France","institution_ids":["https://openalex.org/I4210131512","https://openalex.org/I15057530","https://openalex.org/I4210160189","https://openalex.org/I4210142254","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020170024","display_name":"Randa Kassab","orcid":"https://orcid.org/0000-0002-5002-3740"},"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"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Randa Kassab","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest, LaBRI, Universit\u00e9 de Bordeaux and CNRS, France"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest, LaBRI, Universit\u00e9 de Bordeaux and CNRS, France","institution_ids":["https://openalex.org/I4210131512","https://openalex.org/I15057530","https://openalex.org/I4210160189","https://openalex.org/I4210142254","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073820572"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210160189","https://openalex.org/I4210142254","https://openalex.org/I4210131512"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05410697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.763700008392334,"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":0.763700008392334,"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/T10581","display_name":"Neural dynamics and brain function","score":0.7476999759674072,"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":0.7043867111206055},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6336245536804199},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6051905751228333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5705856084823608},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5418359637260437},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.5290390849113464},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5062012076377869},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35439860820770264},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.26378583908081055},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1158597469329834},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08839204907417297}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7043867111206055},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6336245536804199},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6051905751228333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5705856084823608},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5418359637260437},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.5290390849113464},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5062012076377869},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35439860820770264},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.26378583908081055},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1158597469329834},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08839204907417297},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005156003160321","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005156003160321","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 International Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0005156003160321","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005156003160321","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 International Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W4256502920","https://openalex.org/W103652678","https://openalex.org/W2999756192","https://openalex.org/W4226090359","https://openalex.org/W4382701072","https://openalex.org/W2011624601","https://openalex.org/W2975817033"],"abstract_inverted_index":{"Artificial":[0],"Neural":[1],"Networks":[2],"are":[3],"very":[4,68],"efficient":[5],"adaptive":[6],"models":[7],"but":[8,103],"one":[9],"of":[10,32,39,52,64,83,100],"their":[11],"recognized":[12],"weaknesses":[13],"is":[14,78,94],"about":[15],"information":[16,57,121],"representation,":[17],"often":[18],"carried":[19],"out":[20],"in":[21,36,97,112],"an":[22],"input":[23],"vector":[24],"without":[25],"a":[26,33,37,113],"structure.":[27],"Beyond":[28],"the":[29,50,84,87,90,98],"classical":[30],"elaboration":[31],"hierarchical":[34],"representation":[35],"series":[38],"layers,":[40],"we":[41,104],"report":[42],"here":[43,96],"inspiration":[44],"from":[45,80],"neuroscience":[46],"and":[47,61,66,72,89,93,119],"argue":[48],"for":[49,70],"design":[51,117],"heterogenous":[53],"neural":[54],"networks,":[55],"processing":[56,122],"at":[58],"feature,":[59],"configuration":[60],"history":[62],"levels":[63],"granularity,":[65],"interacting":[67],"efficiently":[69],"high-level":[71],"complex":[73],"decision":[74],"making.":[75],"This":[76],"framework":[77],"built":[79],"known":[81],"characteristics":[82],"sensory":[85],"cortex,":[86],"hippocampus":[88],"prefrontal":[91],"cortex":[92],"exemplified":[95],"case":[99],"pavlovian":[101],"conditioning,":[102],"propose":[105],"that":[106],"it":[107],"can":[108],"be":[109],"advantageously":[110],"applied":[111],"wider":[114],"extent,":[115],"to":[116],"flexible":[118],"versatile":[120],"with":[123],"neuronal":[124],"computation.":[125]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
