{"id":"https://openalex.org/W2098567782","doi":"https://doi.org/10.1142/s0129065714300034","title":"STUDYING THE ROLE OF SYNCHRONIZED AND CHAOTIC SPIKING NEURAL ENSEMBLES IN NEURAL INFORMATION PROCESSING","display_name":"STUDYING THE ROLE OF SYNCHRONIZED AND CHAOTIC SPIKING NEURAL ENSEMBLES IN NEURAL INFORMATION PROCESSING","publication_year":2013,"publication_date":"2013-12-14","ids":{"openalex":"https://openalex.org/W2098567782","doi":"https://doi.org/10.1142/s0129065714300034","mag":"2098567782","pmid":"https://pubmed.ncbi.nlm.nih.gov/24875785"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065714300034","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065714300034","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/A5085233948","display_name":"Josep L. Rossell\u00f3","orcid":"https://orcid.org/0000-0001-5390-2276"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"JOSEP L. ROSSELL\u00d3","raw_affiliation_strings":["Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064247732","display_name":"Vincent Canals","orcid":"https://orcid.org/0000-0002-8394-4159"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"VICENS CANALS","raw_affiliation_strings":["Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022055867","display_name":"Antonio Oliver","orcid":"https://orcid.org/0000-0001-8571-2733"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"ANTONI OLIVER","raw_affiliation_strings":["Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029258115","display_name":"Antoni Morro","orcid":null},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"ANTONI MORRO","raw_affiliation_strings":["Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Physics Department, University of Balearic Islands, Cra. de Valldemossa, km 7.5, Palma de Majorca, 07122, Spain","institution_ids":["https://openalex.org/I50441567"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I50441567"],"apc_list":null,"apc_paid":null,"fwci":6.8112,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.97253659,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"24","issue":"05","first_page":"1430003","last_page":"1430003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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/T10320","display_name":"Neural Networks and Applications","score":0.9973999857902527,"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":0.7165402173995972},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6859122514724731},{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.6569948792457581},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.530224621295929},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5165333151817322},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47738808393478394},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.4321832060813904},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32561731338500977},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2098110020160675}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7165402173995972},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6859122514724731},{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.6569948792457581},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.530224621295929},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5165333151817322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47738808393478394},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.4321832060813904},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32561731338500977},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2098110020160675},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"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:10.1142/s0129065714300034","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065714300034","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:24875785","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24875785","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":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W101771737","https://openalex.org/W1528490171","https://openalex.org/W1590824729","https://openalex.org/W1598036770","https://openalex.org/W1636374184","https://openalex.org/W1827126144","https://openalex.org/W1977464034","https://openalex.org/W1982527490","https://openalex.org/W1983278353","https://openalex.org/W2006370340","https://openalex.org/W2019484205","https://openalex.org/W2023097449","https://openalex.org/W2024622156","https://openalex.org/W2024654160","https://openalex.org/W2026972899","https://openalex.org/W2030718155","https://openalex.org/W2033144154","https://openalex.org/W2034438746","https://openalex.org/W2042013578","https://openalex.org/W2049551072","https://openalex.org/W2057755457","https://openalex.org/W2059512699","https://openalex.org/W2061464398","https://openalex.org/W2089316513","https://openalex.org/W2095312056","https://openalex.org/W2096342007","https://openalex.org/W2116345768","https://openalex.org/W2116866597","https://openalex.org/W2119005010","https://openalex.org/W2127290177","https://openalex.org/W2130459697","https://openalex.org/W2169885313","https://openalex.org/W2188850810","https://openalex.org/W2493432345","https://openalex.org/W3105072874"],"related_works":["https://openalex.org/W2361418552","https://openalex.org/W2020113413","https://openalex.org/W2901734170","https://openalex.org/W2127906006","https://openalex.org/W2352435789","https://openalex.org/W2536706729","https://openalex.org/W1966480319","https://openalex.org/W2736803561","https://openalex.org/W203036632","https://openalex.org/W1964733390"],"abstract_inverted_index":{"The":[0,85,216],"brain":[1,39,190,232],"is":[2,40,104],"characterized":[3],"by":[4,36,237],"performing":[5],"many":[6],"diverse":[7],"processing":[8,233,249],"tasks":[9],"ranging":[10],"from":[11,219],"elaborate":[12],"processes":[13,64,142,203],"such":[14,26,44],"as":[15,27,116,202],"pattern":[16,140,169],"recognition,":[17],"memory":[18],"or":[19],"decision":[20],"making":[21],"to":[22,42,67,125,162,172,205],"more":[23,126],"simple":[24],"functionalities":[25,247],"linear":[28],"filtering":[29],"in":[30,55,155,158,168],"image":[31],"processing.":[32],"Understanding":[33],"the":[34,38,74,107,120,163,173,176,184,189,193,207,220,231,238],"mechanisms":[35,187],"which":[37,63],"able":[41],"produce":[43],"a":[45,52,60],"different":[46,224],"range":[47],"of":[48,76,79,119,165,175,188,210,223,226,240],"cortical":[49],"operations":[50],"remains":[51],"fundamental":[53],"problem":[54],"neuroscience.":[56],"Here":[57],"we":[58,133],"show":[59,135],"study":[61,75],"about":[62],"are":[65,93,150,154,192],"related":[66,161],"chaotic":[68,90,148,214],"and":[69,96,138,147,171,195,213,253,256],"synchronized":[70,110,146,212,251],"states":[71,118,149,244,252],"based":[72],"on":[73],"in-silico":[77],"implementation":[78,222],"Stochastic":[80],"Spiking":[81],"Neural":[82],"Networks":[83],"(SSNN).":[84],"measurements":[86,153,217],"obtained":[87,218],"reveal":[88],"that":[89,136,183,191,230],"neural":[91,166,227],"ensembles":[92],"excellent":[94],"transmission":[95],"convolution":[97,255],"systems":[98,228],"since":[99],"mutual":[100],"information":[101,254],"between":[102],"signals":[103],"minimized.":[105],"At":[106],"same":[108],"time,":[109],"cells":[111],"(that":[112],"can":[113,122,199,234],"be":[114,123,200,235],"understood":[115,201],"ordered":[117],"brain)":[121],"associated":[124],"complex":[127,137],"nonlinear":[128],"computations.":[129],"In":[130],"this":[131],"sense,":[132],"experimentally":[134],"quick":[139],"recognition":[141,170],"arise":[143],"when":[144],"both":[145,211],"mixed.":[151],"These":[152],"accordance":[156],"with":[157,245],"vivo":[159],"observations":[160],"role":[164],"synchrony":[167],"speed":[174],"real":[177],"biological":[178],"process.":[179],"We":[180],"also":[181],"suggest":[182,229],"high-level":[185],"adaptive":[186],"Hebbian":[194],"non-Hebbian":[196],"learning":[197],"rules":[198],"devoted":[204],"generate":[206],"appropriate":[208],"clustering":[209],"ensembles.":[215],"hardware":[221],"types":[225],"governed":[236],"superposition":[239],"these":[241],"two":[242],"complementary":[243,246],"(nonlinear":[248],"for":[250,258],"parallelization":[257],"chaotic).":[259]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}