{"id":"https://openalex.org/W2164572533","doi":"https://doi.org/10.1109/ijcnn.2011.6033435","title":"The temporality of consciousness: Computational principles of a single information integration-propagation process (I<inf>2</inf>P<inf>2</inf>)","display_name":"The temporality of consciousness: Computational principles of a single information integration-propagation process (I<inf>2</inf>P<inf>2</inf>)","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2164572533","doi":"https://doi.org/10.1109/ijcnn.2011.6033435","mag":"2164572533"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2011.6033435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","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/A5011949745","display_name":"Jean-Christophe Sarrazin","orcid":null},"institutions":[{"id":"https://openalex.org/I2801658355","display_name":"Office National d'\u00c9tudes et de Recherches A\u00e9rospatiales","ror":"https://ror.org/005y2ap84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sarrazin Jean-Christophe","raw_affiliation_strings":["Office National dEtudes et de Recherches A\u00e9rospatiales, French AeroSpace Laboratory, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office National dEtudes et de Recherches A\u00e9rospatiales, French AeroSpace Laboratory, France","institution_ids":["https://openalex.org/I2801658355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211321","display_name":"Gonzalez Vanessa","orcid":null},"institutions":[{"id":"https://openalex.org/I2801658355","display_name":"Office National d'\u00c9tudes et de Recherches A\u00e9rospatiales","ror":"https://ror.org/005y2ap84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gonzalez Vanessa","raw_affiliation_strings":["Office National dEtudes et de Recherches A\u00e9rospatiales, French AeroSpace Laboratory, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office National dEtudes et de Recherches A\u00e9rospatiales, French AeroSpace Laboratory, France","institution_ids":["https://openalex.org/I2801658355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078282486","display_name":"Berberian Bruno","orcid":null},"institutions":[{"id":"https://openalex.org/I2801658355","display_name":"Office National d'\u00c9tudes et de Recherches A\u00e9rospatiales","ror":"https://ror.org/005y2ap84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801658355"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Berberian Bruno","raw_affiliation_strings":["Office National dEtudes et de Recherches A\u00e9rospatiales, French AeroSpace Laboratory, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office National dEtudes et de Recherches A\u00e9rospatiales, French AeroSpace Laboratory, France","institution_ids":["https://openalex.org/I2801658355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028042202","display_name":"Arnaud Tonnelier","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tonnelier Arnaud","raw_affiliation_strings":["Centre INRIA Rh\u00f4ne-Alpes, Saint Ismier, France","Institut National de Recherches en Informatique et Automatique, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre INRIA Rh\u00f4ne-Alpes, Saint Ismier, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Institut National de Recherches en Informatique et Automatique, France","institution_ids":["https://openalex.org/I4210115519"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18149843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1748","last_page":"1752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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":0.9934999942779541,"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/T14394","display_name":"Cognitive Science and Education Research","score":0.98089998960495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/consciousness","display_name":"Consciousness","score":0.7622748017311096},{"id":"https://openalex.org/keywords/attractor","display_name":"Attractor","score":0.6297717094421387},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5866909623146057},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5852183103561401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5598505735397339},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5349503755569458},{"id":"https://openalex.org/keywords/hopfield-network","display_name":"Hopfield network","score":0.5333157777786255},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.49930667877197266},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.4959629476070404},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4746209383010864},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.46784719824790955},{"id":"https://openalex.org/keywords/aperiodic-graph","display_name":"Aperiodic graph","score":0.45344358682632446},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4365772306919098},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.43592193722724915},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4080788791179657},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.39202791452407837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3441467881202698},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3070176839828491},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26456689834594727},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16976794600486755},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09412515163421631},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0744655430316925}],"concepts":[{"id":"https://openalex.org/C186720457","wikidata":"https://www.wikidata.org/wiki/Q7087","display_name":"Consciousness","level":2,"score":0.7622748017311096},{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.6297717094421387},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5866909623146057},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5852183103561401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5598505735397339},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5349503755569458},{"id":"https://openalex.org/C46421273","wikidata":"https://www.wikidata.org/wiki/Q1407668","display_name":"Hopfield network","level":3,"score":0.5333157777786255},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.49930667877197266},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.4959629476070404},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4746209383010864},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.46784719824790955},{"id":"https://openalex.org/C104247578","wikidata":"https://www.wikidata.org/wiki/Q4779368","display_name":"Aperiodic graph","level":2,"score":0.45344358682632446},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4365772306919098},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.43592193722724915},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4080788791179657},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.39202791452407837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3441467881202698},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3070176839828491},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26456689834594727},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16976794600486755},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09412515163421631},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0744655430316925},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2011.6033435","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","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":58,"referenced_works":["https://openalex.org/W266383608","https://openalex.org/W1481865416","https://openalex.org/W1506514354","https://openalex.org/W1511715654","https://openalex.org/W1517366204","https://openalex.org/W1519837751","https://openalex.org/W1523418896","https://openalex.org/W1539683305","https://openalex.org/W1580901834","https://openalex.org/W1592261008","https://openalex.org/W1903122493","https://openalex.org/W1976981747","https://openalex.org/W1978964643","https://openalex.org/W1978983866","https://openalex.org/W1990848854","https://openalex.org/W1996124320","https://openalex.org/W2006649625","https://openalex.org/W2008802771","https://openalex.org/W2017043944","https://openalex.org/W2020181973","https://openalex.org/W2022859292","https://openalex.org/W2024390075","https://openalex.org/W2039144697","https://openalex.org/W2039399542","https://openalex.org/W2040958401","https://openalex.org/W2060561757","https://openalex.org/W2061354831","https://openalex.org/W2062070868","https://openalex.org/W2064869244","https://openalex.org/W2066923652","https://openalex.org/W2080530802","https://openalex.org/W2086032301","https://openalex.org/W2091093652","https://openalex.org/W2100377190","https://openalex.org/W2102213991","https://openalex.org/W2111194592","https://openalex.org/W2113249096","https://openalex.org/W2116704462","https://openalex.org/W2117858301","https://openalex.org/W2120907531","https://openalex.org/W2122263166","https://openalex.org/W2128084896","https://openalex.org/W2133671888","https://openalex.org/W2138419760","https://openalex.org/W2143325267","https://openalex.org/W2145926615","https://openalex.org/W2158324094","https://openalex.org/W2164446969","https://openalex.org/W2169700848","https://openalex.org/W2585198072","https://openalex.org/W4214571354","https://openalex.org/W4230066411","https://openalex.org/W4241946824","https://openalex.org/W6630283288","https://openalex.org/W6630942186","https://openalex.org/W6631160084","https://openalex.org/W6675626055","https://openalex.org/W6676955568"],"related_works":["https://openalex.org/W2144581752","https://openalex.org/W2091740652","https://openalex.org/W1536116856","https://openalex.org/W4321273133","https://openalex.org/W2147932521","https://openalex.org/W1560986979","https://openalex.org/W1863343919","https://openalex.org/W3087113781","https://openalex.org/W4220712998","https://openalex.org/W2525520510"],"abstract_inverted_index":{"Time":[0],"plays":[1],"a":[2,65,77,81,89,103,114,130,166],"central":[3],"role":[4],"in":[5,99,189],"consciousness.":[6],"A":[7],"crucial":[8],"question":[9],"is":[10,152],"the":[11,19,26,46,50,62,72,86,111,124,142,150,155,158,162,170,181],"following:":[12],"Why":[13],"Consciousness":[14],"takes":[15],"time?":[16],"We":[17],"suggest":[18,137],"contents":[20],"of":[21,28,71,88,106,119,126,157,183],"consciousness":[22,51],"could":[23],"emerge":[24],"as":[25,102],"result":[27],"global":[29,38],"competition":[30],"biased":[31],"by":[32,55,74,146],"top-down":[33],"(intentional)":[34],"modulation,":[35],"which":[36],"implements":[37],"constraint":[39],"satisfaction.":[40],"In":[41],"our":[42],"simplified":[43],"conceptual":[44],"framework,":[45],"information":[47],"integration":[48],"and":[49,122,180],"are":[52,59,172],"not":[53],"implemented":[54],"separate":[56],"processes":[57],"but":[58],"unified":[60],"through":[61,154],"idea":[63,182],"that":[64],"network":[66,112,164],"arrives":[67],"at":[68],"an":[69],"interpretation":[70],"input":[73],"converging":[75],"towards":[76,129,165],"dynamical":[78,159],"state,":[79],"i.e.":[80],"recurring":[82],"pattern":[83],"related":[84],"to":[85],"existence":[87],"stable":[90],"travelling":[91,178],"wave.":[92],"The":[93,134],"synfire":[94],"propagation":[95],"can":[96,186],"be":[97,187],"recasted":[98],"this":[100,190],"framework":[101,135],"particular":[104],"instance":[105],"conscious":[107],"computation":[108,151],"where":[109,149],"(i)":[110],"has":[113,138],"specialized":[115],"topology":[116],"(a":[117],"chain":[118],"connected":[120],"pools)":[121],"(ii)":[123],"sequence":[125],"spikes":[127],"converge":[128],"synchronous":[131],"spike":[132],"volley.":[133],"we":[136],"interesting":[139],"connections":[140],"with":[141],"neural":[143,163],"processing":[144],"proposed":[145],"Hopfield":[147],"(1982)":[148],"achieved":[153],"convergence":[156],"system":[160],"describing":[161],"fixed":[167],"point.":[168],"Here":[169],"attractors":[171],"correlated":[173],"activities":[174],"(or":[175],"spatiotemporal":[176],"periodic":[177],"waves)":[179],"associative":[184],"memory":[185],"generalized":[188],"context.":[191]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}