{"id":"https://openalex.org/W2170570437","doi":"https://doi.org/10.1162/neco_a_00252","title":"Rewiring-Induced Chaos in Pulse-Coupled Neural Networks","display_name":"Rewiring-Induced Chaos in Pulse-Coupled Neural Networks","publication_year":2011,"publication_date":"2011-12-14","ids":{"openalex":"https://openalex.org/W2170570437","doi":"https://doi.org/10.1162/neco_a_00252","mag":"2170570437","pmid":"https://pubmed.ncbi.nlm.nih.gov/22168557"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_00252","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00252","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","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/A5024051181","display_name":"Takashi Kanamaru","orcid":"https://orcid.org/0000-0001-5018-0570"},"institutions":[{"id":"https://openalex.org/I116465919","display_name":"Kogakuin University","ror":"https://ror.org/01wc2tq75","country_code":"JP","type":"education","lineage":["https://openalex.org/I116465919"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takashi Kanamaru","raw_affiliation_strings":["Department of Innovative Mechanical Engineering, Faculty of Global Engineering, Kogakuin University, Hachioji-city, Tokyo 193-0802, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Innovative Mechanical Engineering, Faculty of Global Engineering, Kogakuin University, Hachioji-city, Tokyo 193-0802, Japan","institution_ids":["https://openalex.org/I116465919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038078845","display_name":"Kazuyuki Aihara","orcid":"https://orcid.org/0000-0002-4602-9816"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]},{"id":"https://openalex.org/I161296585","display_name":"Tokyo University of Science","ror":"https://ror.org/05sj3n476","country_code":"JP","type":"education","lineage":["https://openalex.org/I161296585"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kazuyuki Aihara","raw_affiliation_strings":["Institute of Industrial Science, University of Tokyo, Meguro-ku, Tokyo 153-8505, Japan, and ERATO, JST, Japan"],"affiliations":[{"raw_affiliation_string":"Institute of Industrial Science, University of Tokyo, Meguro-ku, Tokyo 153-8505, Japan, and ERATO, JST, Japan","institution_ids":["https://openalex.org/I74801974","https://openalex.org/I161296585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024051181","https://openalex.org/A5038078845"],"corresponding_institution_ids":["https://openalex.org/I116465919","https://openalex.org/I161296585","https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.2394,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59705696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"24","issue":"4","first_page":"1020","last_page":"1046"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9925000071525574,"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"}},"topics":[{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9925000071525574,"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"}},{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9922000169754028,"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/T10244","display_name":"Chaos control and synchronization","score":0.9909999966621399,"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/chaos","display_name":"CHAOS (operating system)","score":0.7001729607582092},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5810927748680115},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.48450562357902527},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42487776279449463},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3870369493961334},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3796361982822418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34290993213653564},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.33310121297836304},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2645403742790222},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1317748725414276},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07197150588035583}],"concepts":[{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.7001729607582092},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5810927748680115},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.48450562357902527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42487776279449463},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3870369493961334},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3796361982822418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34290993213653564},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.33310121297836304},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2645403742790222},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1317748725414276},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07197150588035583},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","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":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009991","descriptor_name":"Oscillometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009991","descriptor_name":"Oscillometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009991","descriptor_name":"Oscillometry","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},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1162/neco_a_00252","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00252","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:22168557","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22168557","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":"Neural computation","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W186186683","https://openalex.org/W1501360999","https://openalex.org/W1582051163","https://openalex.org/W1948806673","https://openalex.org/W1968807501","https://openalex.org/W1976321145","https://openalex.org/W1979957032","https://openalex.org/W1980074774","https://openalex.org/W1982057820","https://openalex.org/W1986689937","https://openalex.org/W1987009198","https://openalex.org/W1989269080","https://openalex.org/W1989495963","https://openalex.org/W1991392533","https://openalex.org/W1995224169","https://openalex.org/W2004021828","https://openalex.org/W2007099865","https://openalex.org/W2007263170","https://openalex.org/W2008284899","https://openalex.org/W2010714529","https://openalex.org/W2011359549","https://openalex.org/W2011459128","https://openalex.org/W2013016216","https://openalex.org/W2013552857","https://openalex.org/W2014217492","https://openalex.org/W2020173888","https://openalex.org/W2021843562","https://openalex.org/W2024383241","https://openalex.org/W2032774941","https://openalex.org/W2039261400","https://openalex.org/W2040930687","https://openalex.org/W2045162957","https://openalex.org/W2047176458","https://openalex.org/W2049583642","https://openalex.org/W2050146243","https://openalex.org/W2051839184","https://openalex.org/W2058636912","https://openalex.org/W2059238825","https://openalex.org/W2063410775","https://openalex.org/W2065860576","https://openalex.org/W2068304817","https://openalex.org/W2068552546","https://openalex.org/W2069721838","https://openalex.org/W2071147887","https://openalex.org/W2072541820","https://openalex.org/W2072685125","https://openalex.org/W2073550304","https://openalex.org/W2074993220","https://openalex.org/W2081400604","https://openalex.org/W2082445321","https://openalex.org/W2082448915","https://openalex.org/W2091117268","https://openalex.org/W2091927921","https://openalex.org/W2096473662","https://openalex.org/W2098746383","https://openalex.org/W2100077772","https://openalex.org/W2102917484","https://openalex.org/W2112090702","https://openalex.org/W2115251054","https://openalex.org/W2120795512","https://openalex.org/W2123823543","https://openalex.org/W2125360206","https://openalex.org/W2127389037","https://openalex.org/W2131913615","https://openalex.org/W2138280149","https://openalex.org/W2141443763","https://openalex.org/W2151720121","https://openalex.org/W2154953441","https://openalex.org/W2155401127","https://openalex.org/W2155754335","https://openalex.org/W2158299803","https://openalex.org/W2159002872","https://openalex.org/W2161654746","https://openalex.org/W2162019295","https://openalex.org/W2164727176","https://openalex.org/W2172294131","https://openalex.org/W2463176742","https://openalex.org/W2473640544","https://openalex.org/W3122507959","https://openalex.org/W4240766091","https://openalex.org/W4285719527","https://openalex.org/W4292880809"],"related_works":["https://openalex.org/W2320196587","https://openalex.org/W4247599920","https://openalex.org/W4243901518","https://openalex.org/W4383267773","https://openalex.org/W3110439525","https://openalex.org/W4251075027","https://openalex.org/W2393451533","https://openalex.org/W2358131398","https://openalex.org/W2027932829","https://openalex.org/W2086709181"],"abstract_inverted_index":{"The":[0],"dependence":[1],"of":[2,5,12],"the":[3,70,76,86],"dynamics":[4,84],"pulse-coupled":[6],"neural":[7],"networks":[8],"on":[9],"random":[10],"rewiring":[11],"excitatory":[13,21,46],"and":[14,22,34,58,78],"inhibitory":[15,23],"connections":[16,24,47],"is":[17,41,61],"examined.":[18],"When":[19,44],"both":[20],"are":[25,48],"rewired,":[26,49],"periodic":[27,50],"synchronization":[28,40,51,60],"emerges":[29,52],"with":[30,53],"a":[31,35,54],"Hopf-like":[32],"bifurcation":[33],"subsequent":[36],"period-doubling":[37],"bifurcation;":[38],"chaotic":[39,59],"also":[42,62],"observed.":[43,63],"only":[45],"saddle":[55],"node-like":[56],"bifurcation,":[57],"This":[64],"result":[65],"suggests":[66],"that":[67],"randomness":[68],"in":[69],"system":[71,87],"does":[72],"not":[73],"necessarily":[74],"contaminate":[75],"system,":[77],"sometimes":[79],"it":[80],"even":[81],"introduces":[82],"rich":[83],"to":[85],"such":[88],"as":[89],"chaos.":[90]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
