{"id":"https://openalex.org/W2027737851","doi":"https://doi.org/10.1142/s0218127410026782","title":"STATISTICAL COMPLEXITY AND NONTRIVIAL COLLECTIVE BEHAVIOR IN ELECTROENCEPHALOGRAPHIC SIGNALS","display_name":"STATISTICAL COMPLEXITY AND NONTRIVIAL COLLECTIVE BEHAVIOR IN ELECTROENCEPHALOGRAPHIC SIGNALS","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2027737851","doi":"https://doi.org/10.1142/s0218127410026782","mag":"2027737851"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127410026782","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127410026782","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"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 Bifurcation and Chaos","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/0901.0829","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"M. ESCALONA-MOR\u00c1N","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I203303854","display_name":"University of the Andes","ror":"https://ror.org/02h1b1x27","country_code":"VE","type":"education","lineage":["https://openalex.org/I203303854"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR","VE"],"is_corresponding":false,"raw_author_name":"M. ESCALONA-MOR\u00c1N","raw_affiliation_strings":["Grupo de Ingenier\u00eda Biom\u00e9dica, Facultad de Ingenier\u00eda, Universidad de Los Andes, M\u00e9rida, Venezuela","INSERM U642, LTSI, B\u00e2t. 22, 35042 Rennes Cedex, France","Laboratoire Traitement du Signal et de l'Image (LTSI), Universit\u00e9 de Rennes 1, Campus Scientifique de Beaulieu, B\u00e2t. 22, 35042 Rennes Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grupo de Ingenier\u00eda Biom\u00e9dica, Facultad de Ingenier\u00eda, Universidad de Los Andes, M\u00e9rida, Venezuela","institution_ids":["https://openalex.org/I203303854"]},{"raw_affiliation_string":"INSERM U642, LTSI, B\u00e2t. 22, 35042 Rennes Cedex, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210105651"]},{"raw_affiliation_string":"Laboratoire Traitement du Signal et de l'Image (LTSI), Universit\u00e9 de Rennes 1, Campus Scientifique de Beaulieu, B\u00e2t. 22, 35042 Rennes Cedex, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"M. G. COSENZA","orcid":null},"institutions":[{"id":"https://openalex.org/I203303854","display_name":"University of the Andes","ror":"https://ror.org/02h1b1x27","country_code":"VE","type":"education","lineage":["https://openalex.org/I203303854"]}],"countries":["VE"],"is_corresponding":false,"raw_author_name":"M. G. COSENZA","raw_affiliation_strings":["Centro de F\u00edsica Fundamental, Universidad de Los Andes, M\u00e9rida, Venezuela"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de F\u00edsica Fundamental, Universidad de Los Andes, M\u00e9rida, Venezuela","institution_ids":["https://openalex.org/I203303854"]}]},{"author_position":"middle","author":{"id":null,"display_name":"R. L\u00d3PEZ-RUIZ","orcid":null},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. L\u00d3PEZ-RUIZ","raw_affiliation_strings":["DIIS and BIFI, Facultad de Ciencias, Universidad de Zaragoza, E-50009 Zaragoza, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIIS and BIFI, Facultad de Ciencias, Universidad de Zaragoza, E-50009 Zaragoza, Spain","institution_ids":["https://openalex.org/I255234318"]}]},{"author_position":"last","author":{"id":null,"display_name":"P. GARC\u00cdA","orcid":null},"institutions":[{"id":"https://openalex.org/I82002896","display_name":"Central University of Venezuela","ror":"https://ror.org/05kacnm89","country_code":"VE","type":"education","lineage":["https://openalex.org/I82002896"]}],"countries":["VE"],"is_corresponding":false,"raw_author_name":"P. GARC\u00cdA","raw_affiliation_strings":["Laboratorio de Sistemas Complejos, Departamento de F\u00edsica Aplicada, Facultad de Ingenier\u00eda, Universidad Central de Venezuela, Caracas, Venezuela"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio de Sistemas Complejos, Departamento de F\u00edsica Aplicada, Facultad de Ingenier\u00eda, Universidad Central de Venezuela, Caracas, Venezuela","institution_ids":["https://openalex.org/I82002896"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1442,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93492795,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"20","issue":"06","first_page":"1723","last_page":"1729"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.508400022983551,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.508400022983551,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.048900000751018524,"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/T12261","display_name":"Statistical Mechanics and Entropy","score":0.04879999905824661,"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/collective-behavior","display_name":"Collective behavior","score":0.7782999873161316},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6654999852180481},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6556000113487244},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47350001335144043},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.42410001158714294},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.41449999809265137},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.3743000030517578}],"concepts":[{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.7782999873161316},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6654999852180481},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6556000113487244},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.5192999839782715},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47350001335144043},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4675999879837036},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.42410001158714294},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.41449999809265137},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.35100001096725464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3393000066280365},{"id":"https://openalex.org/C2987469083","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaotic systems","level":3,"score":0.33410000801086426},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3025999963283539},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2962999939918518},{"id":"https://openalex.org/C33962884","wikidata":"https://www.wikidata.org/wiki/Q378637","display_name":"Dynamical system (definition)","level":3,"score":0.2718000113964081},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C126701199","wikidata":"https://www.wikidata.org/wiki/Q264224","display_name":"Complex dynamics","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218127410026782","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127410026782","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"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 Bifurcation and Chaos","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:0901.0829","is_oa":true,"landing_page_url":"http://arxiv.org/abs/0901.0829","pdf_url":"https://arxiv.org/pdf/0901.0829","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:0901.0829","is_oa":true,"landing_page_url":"http://arxiv.org/abs/0901.0829","pdf_url":"https://arxiv.org/pdf/0901.0829","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1490381907","https://openalex.org/W1956840582","https://openalex.org/W1972632434","https://openalex.org/W2002077472","https://openalex.org/W2004274357","https://openalex.org/W2006933396","https://openalex.org/W2012677456","https://openalex.org/W2016371147","https://openalex.org/W2035408897","https://openalex.org/W2049657317","https://openalex.org/W2058575726","https://openalex.org/W2066929277","https://openalex.org/W2086237568","https://openalex.org/W2159217888","https://openalex.org/W2163324693","https://openalex.org/W2170210105","https://openalex.org/W3037878495","https://openalex.org/W4233220242","https://openalex.org/W4255933248"],"related_works":[],"abstract_inverted_index":{"We":[0],"calculate":[1,81],"a":[2,26,70,73,85,88,142],"measure":[3,93],"of":[4,11,36,45,52,72,75,87,97,110,119,149],"statistical":[5],"complexity":[6,53,83,150],"from":[7,15],"the":[8,30,42,82,95,102,108,132,147,152],"global":[9],"dynamics":[10,44],"electroencephalographic":[12],"(EEG)":[13],"signals":[14,47],"healthy":[16,55],"subjects":[17,56],"and":[18,21,90],"epileptic":[19,62],"patients,":[20],"are":[22],"able":[23],"to":[24,28,59,116,146],"establish":[25],"criterion":[27],"characterize":[29],"collective":[31,43,99,112,126],"behavior":[32,100,113],"in":[33,57,101,131,151],"both":[34],"groups":[35],"individuals.":[37],"It":[38],"is":[39,114,141],"found":[40],"that":[41,60,107,123,139],"EEG":[46],"possess":[48],"relatively":[49],"higher":[50],"values":[51,118],"for":[54,61],"comparison":[58],"patients.":[63],"To":[64],"interpret":[65],"these":[66],"results,":[67],"we":[68,80],"propose":[69],"model":[71],"network":[74],"coupled":[76],"chaotic":[77],"maps":[78],"where":[79],"as":[84],"function":[86],"parameter":[89],"relate":[91],"this":[92],"with":[94],"emergence":[96],"nontrivial":[98,111],"system.":[103],"Our":[104,135],"results":[105],"show":[106],"presence":[109],"associated":[115],"high":[117],"complexity;":[120],"thus":[121],"suggesting":[122],"similar":[124],"dynamical":[125],"process":[127],"may":[128],"take":[129],"place":[130],"human":[133],"brain.":[134,153],"findings":[136],"also":[137],"suggest":[138],"epilepsy":[140],"degenerative":[143],"illness":[144],"related":[145],"loss":[148]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
