{"id":"https://openalex.org/W2105535980","doi":"https://doi.org/10.1109/cica.2009.4982783","title":"Effect of weighting parameters on dynamical behavior of Hopfield neural networks with logistic map activation functions","display_name":"Effect of weighting parameters on dynamical behavior of Hopfield neural networks with logistic map activation functions","publication_year":2009,"publication_date":"2009-03-01","ids":{"openalex":"https://openalex.org/W2105535980","doi":"https://doi.org/10.1109/cica.2009.4982783","mag":"2105535980"},"language":"en","primary_location":{"id":"doi:10.1109/cica.2009.4982783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cica.2009.4982783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Symposium on Computational Intelligence in Control and Automation","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/A5071059625","display_name":"Nariman Mahdavi","orcid":"https://orcid.org/0000-0002-9706-2042"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Nariman Mahdavi","raw_affiliation_strings":["Electrical Engineering Department, Amirkabir University of Technology\uc2a0, Tehran, Iran","Electrical Engineering Department, Amirkabir University of Technology, Tehran-IRAN"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Amirkabir University of Technology\uc2a0, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]},{"raw_affiliation_string":"Electrical Engineering Department, Amirkabir University of Technology, Tehran-IRAN","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051122758","display_name":"Mohammad Bagher Menhaj","orcid":"https://orcid.org/0000-0002-9470-5532"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M.B. Menhaj","raw_affiliation_strings":["Electrical Engineering Department, Amirkabir University of Technology\uc2a0, Tehran, Iran","Electrical Engineering Department, Amirkabir University of Technology, Tehran-IRAN"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Amirkabir University of Technology\uc2a0, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]},{"raw_affiliation_string":"Electrical Engineering Department, Amirkabir University of Technology, Tehran-IRAN","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015789245","display_name":"Ahmad Afshar","orcid":"https://orcid.org/0000-0002-9963-733X"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Afshar","raw_affiliation_strings":["Electrical Engineering Department, Amirkabir University of Technology\uc2a0, Tehran, Iran","Electrical Engineering Department, Amirkabir University of Technology, Tehran-IRAN"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Amirkabir University of Technology\uc2a0, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]},{"raw_affiliation_string":"Electrical Engineering Department, Amirkabir University of Technology, Tehran-IRAN","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071059625"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11362032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"80","issue":null,"first_page":"57","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9983999729156494,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6332281827926636},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6277809739112854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.617368221282959},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6090589761734009},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6020037531852722},{"id":"https://openalex.org/keywords/logistic-map","display_name":"Logistic map","score":0.5973280668258667},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5513942241668701},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.49403244256973267},{"id":"https://openalex.org/keywords/biological-neuron-model","display_name":"Biological neuron model","score":0.48301753401756287},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4776797890663147},{"id":"https://openalex.org/keywords/neuron","display_name":"Neuron","score":0.44234031438827515},{"id":"https://openalex.org/keywords/invertible-matrix","display_name":"Invertible matrix","score":0.4393766224384308},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.43731725215911865},{"id":"https://openalex.org/keywords/hopfield-network","display_name":"Hopfield network","score":0.4109993577003479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38062113523483276},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2513243854045868},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.22022122144699097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14644795656204224},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1407485008239746},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11345863342285156},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08962118625640869}],"concepts":[{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6332281827926636},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6277809739112854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.617368221282959},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6090589761734009},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6020037531852722},{"id":"https://openalex.org/C205330730","wikidata":"https://www.wikidata.org/wiki/Q587182","display_name":"Logistic map","level":3,"score":0.5973280668258667},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5513942241668701},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.49403244256973267},{"id":"https://openalex.org/C186565885","wikidata":"https://www.wikidata.org/wiki/Q1651163","display_name":"Biological neuron model","level":3,"score":0.48301753401756287},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4776797890663147},{"id":"https://openalex.org/C2778794669","wikidata":"https://www.wikidata.org/wiki/Q43054","display_name":"Neuron","level":2,"score":0.44234031438827515},{"id":"https://openalex.org/C96442724","wikidata":"https://www.wikidata.org/wiki/Q242188","display_name":"Invertible matrix","level":2,"score":0.4393766224384308},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.43731725215911865},{"id":"https://openalex.org/C46421273","wikidata":"https://www.wikidata.org/wiki/Q1407668","display_name":"Hopfield network","level":3,"score":0.4109993577003479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38062113523483276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2513243854045868},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.22022122144699097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14644795656204224},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1407485008239746},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11345863342285156},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08962118625640869},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cica.2009.4982783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cica.2009.4982783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Symposium on Computational Intelligence in Control and Automation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1576838367","https://openalex.org/W1581923269","https://openalex.org/W1589549454","https://openalex.org/W2007099865","https://openalex.org/W2014253769","https://openalex.org/W2023877115","https://openalex.org/W2038568345","https://openalex.org/W2053638262","https://openalex.org/W2071711879","https://openalex.org/W2090773675","https://openalex.org/W2100803051","https://openalex.org/W2109628685","https://openalex.org/W2120845389","https://openalex.org/W2122695776","https://openalex.org/W2124705459","https://openalex.org/W2154478701","https://openalex.org/W2158076175","https://openalex.org/W2163245137","https://openalex.org/W2171414866","https://openalex.org/W2489691424","https://openalex.org/W4292880809","https://openalex.org/W6634879677"],"related_works":["https://openalex.org/W4251428025","https://openalex.org/W4289867043","https://openalex.org/W3214327002","https://openalex.org/W2998639987","https://openalex.org/W2893866479","https://openalex.org/W2018026202","https://openalex.org/W1975308513","https://openalex.org/W4243699459","https://openalex.org/W4291551178","https://openalex.org/W2037464737"],"abstract_inverted_index":{"In":[0,22],"ANN":[1],"terminology,":[2],"the":[3,7,10,49],"synaptic":[4],"connections":[5],"are":[6],"weights":[8],"of":[9,48,61,85],"neural":[11],"networks":[12],"and":[13,34],"can":[14,55],"be":[15,56,79],"seen":[16],"as":[17,58],"an":[18],"interaction":[19],"between":[20],"neurons.":[21],"this":[23],"paper,":[24],"we":[25],"consider":[26],"two":[27],"simple":[28],"neurons":[29],"which":[30],"have":[31],"both":[32],"self-coupling":[33],"non-invertible":[35],"activation":[36],"functions.":[37],"Our":[38],"studies":[39],"on":[40],"these":[41],"interactions":[42],"lead":[43],"to":[44,66],"different":[45],"dynamical":[46],"behaviors":[47],"network.":[50],"We":[51],"show":[52],"that":[53],"they":[54],"used":[57,81],"a":[59],"means":[60],"chaos":[62,83],"generation":[63],"or":[64,72],"suppression":[65],"neuron's":[67,86],"outputs":[68],"when":[69],"more":[70],"adaptability":[71],"stability":[73],"is":[74],"required.":[75],"This":[76],"idea":[77],"may":[78],"further":[80],"for":[82],"synchronization":[84],"outputs.":[87]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}