{"id":"https://openalex.org/W2008568816","doi":"https://doi.org/10.1109/ijcnn.1990.137733","title":"Self-organization properties of a discriminator-based neural network","display_name":"Self-organization properties of a discriminator-based neural network","publication_year":1990,"publication_date":"1990-01-01","ids":{"openalex":"https://openalex.org/W2008568816","doi":"https://doi.org/10.1109/ijcnn.1990.137733","mag":"2008568816"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.1990.137733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.1990.137733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1990 IJCNN International Joint Conference on Neural Networks","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/A5048867832","display_name":"P. Ntourntoufis","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"P. Ntourntoufis","raw_affiliation_strings":["Neural Systems Engineering Laboratory, Imperial College, London, UK","[Neural Systems Engineering Laboratory, Imperial College, London, UK]"],"affiliations":[{"raw_affiliation_string":"Neural Systems Engineering Laboratory, Imperial College, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"[Neural Systems Engineering Laboratory, Imperial College, London, UK]","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048867832"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":1.0378,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80328724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"324 vol.2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9603000283241272,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9248999953269958,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/discriminator","display_name":"Discriminator","score":0.9220658540725708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7279117703437805},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6238480806350708},{"id":"https://openalex.org/keywords/biological-neuron-model","display_name":"Biological neuron model","score":0.5825979709625244},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5796924829483032},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.5563517808914185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.544093906879425},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5190761685371399},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4873381555080414},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4540676474571228},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.428707480430603},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32599395513534546},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1303817629814148}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.9220658540725708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7279117703437805},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6238480806350708},{"id":"https://openalex.org/C186565885","wikidata":"https://www.wikidata.org/wiki/Q1651163","display_name":"Biological neuron model","level":3,"score":0.5825979709625244},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5796924829483032},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.5563517808914185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.544093906879425},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5190761685371399},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4873381555080414},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4540676474571228},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.428707480430603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32599395513534546},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1303817629814148},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.1990.137733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.1990.137733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1990 IJCNN International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1991848143","https://openalex.org/W1995426156","https://openalex.org/W2027406879","https://openalex.org/W2079434039","https://openalex.org/W2283009985"],"related_works":["https://openalex.org/W4293202849","https://openalex.org/W1980965563","https://openalex.org/W1489300767","https://openalex.org/W2387995142","https://openalex.org/W4380714744","https://openalex.org/W4319453655","https://openalex.org/W2089959425","https://openalex.org/W2057775761","https://openalex.org/W2964074194","https://openalex.org/W2800597160"],"abstract_inverted_index":{"Organized":[0],"maps":[1],"coding":[2],"sensory":[3],"information":[4,33],"have":[5,66],"been":[6,67],"found":[7],"in":[8,81],"the":[9,53,58,73,93,98,111,118],"brain.":[10],"T.":[11],"Kohenen":[12],"(1988,":[13],"1989)":[14],"showed":[15],"that":[16,110],"it":[17],"is":[18,88,95,101,104],"possible":[19],"to":[20],"model":[21],"a":[22,28,40,48,76,107],"self-organizing":[23],"system":[24],"capable":[25],"of":[26,31,75,92],"forming":[27],"reduced":[29],"representation":[30],"input":[32,122],"into":[34],"such":[35],"maps.":[36],"The":[37,90],"work":[38,83],"defines":[39],"network":[41,94,112],"with":[42],"identical":[43],"properties":[44],"but":[45,70],"based":[46],"on":[47,106],"RAM":[49,64],"neuron":[50,61],"model,":[51],"namely":[52],"C-discriminator,":[54],"whereas":[55,80],"Kohonen":[56],"uses":[57],"classical":[59],"linear":[60],"model.":[62],"Such":[63],"models":[65],"studied":[68],"before,":[69],"only":[71],"within":[72],"context":[74],"supervised":[77],"training":[78,86,99],"scheme,":[79],"this":[82],"an":[84],"unsupervised":[85],"algorithm":[87],"used.":[89],"architecture":[91],"presented,":[96],"and":[97],"procedure":[100],"defined.":[102],"It":[103],"shown,":[105],"simple":[108],"example,":[109],"behavior":[113],"can":[114],"be":[115],"predicted":[116],"considering":[117],"overlap":[119],"areas":[120],"between":[121],"patterns":[123]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
