{"id":"https://openalex.org/W4402219129","doi":"https://doi.org/10.1109/icrca60878.2024.10649110","title":"Equilibrium Stability Analysis in Neural Networks","display_name":"Equilibrium Stability Analysis in Neural Networks","publication_year":2024,"publication_date":"2024-01-12","ids":{"openalex":"https://openalex.org/W4402219129","doi":"https://doi.org/10.1109/icrca60878.2024.10649110"},"language":"en","primary_location":{"id":"doi:10.1109/icrca60878.2024.10649110","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icrca60878.2024.10649110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 8th International Conference on Robotics, Control and Automation (ICRCA)","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/A5100308332","display_name":"Xuecheng Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xuecheng Zhao","raw_affiliation_strings":["Xuzhou Yongkang Electronic Technology Co., Ltd.,Xuzhou,China"],"affiliations":[{"raw_affiliation_string":"Xuzhou Yongkang Electronic Technology Co., Ltd.,Xuzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115591254","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0003-1482-2235"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shanghai Institute of Technology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shanghai Institute of Technology,Shanghai,China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003042870","display_name":"Zhiqiang Huang","orcid":"https://orcid.org/0000-0001-7809-3241"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Huang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shanghai Institute of Technology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shanghai Institute of Technology,Shanghai,China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009172382","display_name":"Feng Lin","orcid":"https://orcid.org/0000-0002-6831-4458"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Lin","raw_affiliation_strings":["Wayne State University,Department of Electrical and Computer Engineering,Detroit,USA"],"affiliations":[{"raw_affiliation_string":"Wayne State University,Department of Electrical and Computer Engineering,Detroit,USA","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100308332"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12470076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"438","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.980400025844574,"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/stability","display_name":"Stability (learning theory)","score":0.5871540904045105},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5768690705299377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5435213446617126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.288585364818573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1825195550918579}],"concepts":[{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5871540904045105},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5768690705299377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5435213446617126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.288585364818573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1825195550918579}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icrca60878.2024.10649110","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icrca60878.2024.10649110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 8th International Conference on Robotics, Control and Automation (ICRCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1819820804","https://openalex.org/W1968117726","https://openalex.org/W1973545255","https://openalex.org/W1999183681","https://openalex.org/W2039617089","https://openalex.org/W2043633234","https://openalex.org/W2117894592","https://openalex.org/W2141815760","https://openalex.org/W2489292218","https://openalex.org/W2798878556","https://openalex.org/W2979879900","https://openalex.org/W3173700360","https://openalex.org/W4244888682","https://openalex.org/W4285283612","https://openalex.org/W4382566490"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0,12],"this":[1],"paper,":[2],"the":[3,17,26,38,41,50,66,70,75,78,85,90,103,112,118,126,132,147],"stability":[4,57,83,97,104],"of":[5,19,25,28,40,58,77,84,94,105,114,128,139],"equilibrium":[6,39,51,59,71,86],"in":[7],"neural":[8,15,42,67,80],"networks":[9],"is":[10,45,52,87],"investigated.":[11],"a":[13],"non-hierarchical":[14],"network,":[16],"outputs":[18,27],"neurons":[20],"are":[21,37,121],"not":[22],"explicit":[23],"functions":[24,36],"preceding":[29],"neurons.":[30],"The":[31,56,82],"solution":[32],"to":[33,47,101,110,123],"these":[34],"implicit":[35],"network.":[43,81],"It":[44],"important":[46],"know":[48],"whether":[49],"stable":[53],"or":[54],"not.":[55],"can":[60],"be":[61],"determined":[62],"by":[63,89],"first":[64],"linearizing":[65],"net-work":[68],"around":[69],"and":[72,107,142],"then":[73],"checking":[74],"eigenvalues":[76],"linearized":[79],"characterized":[88],"largest":[91],"absolute":[92],"value":[93],"eigenvalues.":[95],"This":[96],"measure":[98],"allows":[99],"us":[100,109],"determine":[102],"equilibrium,":[106],"enables":[108],"investigate":[111],"impacts":[113,127],"various":[115],"parameters":[116,130],"on":[117,131],"stability.":[119,133],"Simulations":[120],"used":[122],"numerically":[124],"analyze":[125],"several":[129],"We":[134],"also":[135],"discuss":[136],"biological":[137],"implications":[138],"our":[140],"findings":[141],"biologically":[143],"plausible":[144],"learning":[145],"using":[146],"Brandt-Lin":[148],"algorithm.":[149]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
