{"id":"https://openalex.org/W2043079812","doi":"https://doi.org/10.1142/s0129065794000293","title":"LOCAL NOISE IN NEURAL NETWORKS MODELS WITH SELF-CONTROL","display_name":"LOCAL NOISE IN NEURAL NETWORKS MODELS WITH SELF-CONTROL","publication_year":1994,"publication_date":"1994-12-01","ids":{"openalex":"https://openalex.org/W2043079812","doi":"https://doi.org/10.1142/s0129065794000293","mag":"2043079812","pmid":"https://pubmed.ncbi.nlm.nih.gov/7711961"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065794000293","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065794000293","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5009654819","display_name":"Micha\u0142 \u017bochowski","orcid":"https://orcid.org/0000-0002-1722-986X"},"institutions":[{"id":"https://openalex.org/I3019243323","display_name":"Center for Theoretical Physics","ror":"https://ror.org/04kfyt897","country_code":"PL","type":"facility","lineage":["https://openalex.org/I3019243323","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"MICHAL \u017bOCHOWSKI","raw_affiliation_strings":["Centrum Fizyki Teoretycznej, Polska Akademia Nauk, Al. Lotnik\u00f3w 32/46, 02\u2013668 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centrum Fizyki Teoretycznej, Polska Akademia Nauk, Al. Lotnik\u00f3w 32/46, 02\u2013668 Warsaw, Poland","institution_ids":["https://openalex.org/I3019243323","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051113581","display_name":"Maciej Lewenstein","orcid":"https://orcid.org/0000-0002-0210-7800"},"institutions":[{"id":"https://openalex.org/I3019243323","display_name":"Center for Theoretical Physics","ror":"https://ror.org/04kfyt897","country_code":"PL","type":"facility","lineage":["https://openalex.org/I3019243323","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"MACIEJ LEWENSTEIN","raw_affiliation_strings":["Centrum Fizyki Teoretycznej, Polska Akademia Nauk, Al. Lotnik\u00f3w 32/46, 02\u2013668 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centrum Fizyki Teoretycznej, Polska Akademia Nauk, Al. Lotnik\u00f3w 32/46, 02\u2013668 Warsaw, Poland","institution_ids":["https://openalex.org/I3019243323","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027642904","display_name":"Andrzej Nowak","orcid":"https://orcid.org/0000-0001-9965-0684"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"ANDRZEJ NOWAK","raw_affiliation_strings":["Institute for Social Studies, University of Warsaw, Stawki 5/7, 00\u2013183 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Social Studies, University of Warsaw, Stawki 5/7, 00\u2013183 Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14626349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"05","issue":"04","first_page":"287","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9957000017166138,"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":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7385836243629456},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7271586656570435},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.7183748483657837},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6263567805290222},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6086896657943726},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44290897250175476},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.43503057956695557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3863590955734253},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0670989453792572}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7385836243629456},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7271586656570435},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7183748483657837},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6263567805290222},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6086896657943726},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44290897250175476},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.43503057956695557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3863590955734253},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0670989453792572},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D008433","descriptor_name":"Mathematics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008433","descriptor_name":"Mathematics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008433","descriptor_name":"Mathematics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009622","descriptor_name":"Noise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009622","descriptor_name":"Noise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009622","descriptor_name":"Noise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065794000293","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065794000293","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:7711961","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/7711961","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2143154353","https://openalex.org/W2386387936","https://openalex.org/W1519745174","https://openalex.org/W2052602961","https://openalex.org/W2391928983","https://openalex.org/W2072284402","https://openalex.org/W2081647779","https://openalex.org/W3213918296","https://openalex.org/W11765363","https://openalex.org/W2405544437"],"abstract_inverted_index":{"We":[0],"modify":[1],"neural":[2],"networks":[3,27],"models":[4],"of":[5,16,18,32,41,65,84],"the":[6,14,19,30,39,44,66,71,81,85],"Hopfield":[7],"type":[8],"so":[9],"that":[10,89],"they":[11],"can":[12,35],"recognize":[13,37],"degree":[15],"novelty":[17],"input":[20,45],"stimuli":[21],"on":[22,80],"a":[23,76],"local":[24,63],"level.":[25],"The":[26],"control":[28],"themselves":[29],"quality":[31],"recognition":[33],"and":[34],"also":[36],"locally":[38],"bits":[40],"information":[42],"in":[43,70,75],"patterns":[46],"which":[47],"do":[48],"not":[49],"agree":[50],"with":[51],"known":[52],"patterns,":[53],"i.e.":[54],"stored":[55],"memories.":[56],"This":[57],"task":[58],"is":[59],"achieved":[60],"by":[61],"introducing":[62],"variations":[64],"noise":[67],"level":[68,74],"beta":[69],"network.":[72],"Noise":[73],"given":[77],"location":[78],"depends":[79],"flip":[82],"frequency":[83],"neurons":[86],"close":[87],"to":[88],"location.":[90]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}