{"id":"https://openalex.org/W2040306113","doi":"https://doi.org/10.1109/embc.2012.6347408","title":"Towards the time varying estimation of complex brain connectivity networks by means of a General Linear Kalman Filter approach","display_name":"Towards the time varying estimation of complex brain connectivity networks by means of a General Linear Kalman Filter approach","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2040306113","doi":"https://doi.org/10.1109/embc.2012.6347408","mag":"2040306113","pmid":"https://pubmed.ncbi.nlm.nih.gov/23367343"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6347408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347408","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"conference-paper","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/A5053472099","display_name":"Jlenia Toppi","orcid":"https://orcid.org/0000-0002-8279-1699"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"J. Toppi","raw_affiliation_strings":["Department of Computer, control, and management engineering, Univ. of Rome Sapienza, Rome, Italy. i1enia.toppi@uniromal.it","Department of Computer control, University of Rome Sapienza, Italy","IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer, control, and management engineering, Univ. of Rome Sapienza, Rome, Italy. i1enia.toppi@uniromal.it","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Computer control, University of Rome Sapienza, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010366936","display_name":"Fabio Babiloni","orcid":"https://orcid.org/0000-0002-4962-176X"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Babiloni","raw_affiliation_strings":["Department of Physiology and Pharmacology, University of Rome Sapienza, Italy","IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiology and Pharmacology, University of Rome Sapienza, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017279837","display_name":"Giovanni Vecchiato","orcid":"https://orcid.org/0000-0001-6037-5806"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Vecchiato","raw_affiliation_strings":["Department of Physiology and Pharmacology, University of Rome Sapienza, Italy","IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiology and Pharmacology, University of Rome Sapienza, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089157446","display_name":"Fabrizio De Vico Fallani","orcid":"https://orcid.org/0000-0001-8035-7883"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. De Vico Fallani","raw_affiliation_strings":["Department of Physiology and Pharmacology, University of Rome Sapienza, Italy","IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiology and Pharmacology, University of Rome Sapienza, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069173153","display_name":"Donatella Mattia","orcid":"https://orcid.org/0000-0002-3092-2511"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Mattia","raw_affiliation_strings":["Fondazione Santa Lucia IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Santa Lucia IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111585002","display_name":"S. Salinari","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Salinari","raw_affiliation_strings":["Department of Computer, control and management engineering, University of Rome Sapienza, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer, control and management engineering, University of Rome Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090595305","display_name":"T. Milde","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134900","display_name":"Jena University Hospital","ror":"https://ror.org/035rzkx15","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210134900"]},{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Milde","raw_affiliation_strings":["Bernstein Group Computational Neuroscience and the Institute of Medical Statistics, Computer Sciences and Documentation, Jena University Hospital, Friedrich-Schiller-Universitat Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Group Computational Neuroscience and the Institute of Medical Statistics, Computer Sciences and Documentation, Jena University Hospital, Friedrich-Schiller-Universitat Jena, Germany","institution_ids":["https://openalex.org/I4210134900","https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019141599","display_name":"Lutz Leistritz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134900","display_name":"Jena University Hospital","ror":"https://ror.org/035rzkx15","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210134900"]},{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"L. Leistritz","raw_affiliation_strings":["Bernstein Group Computational Neuroscience and the Institute of Medical Statistics, Computer Sciences and Documentation, Jena University Hospital, Friedrich-Schiller-Universitat Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Group Computational Neuroscience and the Institute of Medical Statistics, Computer Sciences and Documentation, Jena University Hospital, Friedrich-Schiller-Universitat Jena, Germany","institution_ids":["https://openalex.org/I4210134900","https://openalex.org/I76198965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111855540","display_name":"Herbert Witte","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134900","display_name":"Jena University Hospital","ror":"https://ror.org/035rzkx15","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210134900"]},{"id":"https://openalex.org/I76198965","display_name":"Friedrich Schiller University Jena","ror":"https://ror.org/05qpz1x62","country_code":"DE","type":"education","lineage":["https://openalex.org/I76198965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H. Witte","raw_affiliation_strings":["Bernstein Group Computational Neuroscience and the Institute of Medical Statistics, Computer Sciences and Documentation, Jena University Hospital, Friedrich-Schiller-Universitat Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Group Computational Neuroscience and the Institute of Medical Statistics, Computer Sciences and Documentation, Jena University Hospital, Friedrich-Schiller-Universitat Jena, Germany","institution_ids":["https://openalex.org/I4210134900","https://openalex.org/I76198965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005627910","display_name":"Laura Astolfi","orcid":"https://orcid.org/0000-0002-1025-7526"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Astolfi","raw_affiliation_strings":["Department of Computer control, University of Rome Sapienza, Italy","IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer control, University of Rome Sapienza, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"IRCCS, Fondazione Santa Lucia IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2012","issue":null,"first_page":"6192","last_page":"6195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9990000128746033,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9990000128746033,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9980999827384949,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9957000017166138,"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/autoregressive-model","display_name":"Autoregressive model","score":0.75284343957901},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7244543433189392},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.7046744227409363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6961673498153687},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5082013607025146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5016984939575195},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4775144159793854},{"id":"https://openalex.org/keywords/granger-causality","display_name":"Granger causality","score":0.4490453004837036},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.41307133436203003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3776213824748993},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21325203776359558},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.19635191559791565},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13270950317382812}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.75284343957901},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7244543433189392},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7046744227409363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961673498153687},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5082013607025146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5016984939575195},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4775144159793854},{"id":"https://openalex.org/C129824826","wikidata":"https://www.wikidata.org/wiki/Q2630107","display_name":"Granger causality","level":2,"score":0.4490453004837036},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.41307133436203003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3776213824748993},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21325203776359558},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.19635191559791565},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13270950317382812}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2012.6347408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347408","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23367343","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23367343","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:iris.uniecampus.it:11389/70116","is_oa":false,"landing_page_url":"https://hdl.handle.net/11389/70116","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.uniroma1.it:11573/448970","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/448970","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2009914532","https://openalex.org/W2041513336","https://openalex.org/W2043691120","https://openalex.org/W2072522604","https://openalex.org/W2074501647","https://openalex.org/W2098330912","https://openalex.org/W2101567517","https://openalex.org/W2105598175","https://openalex.org/W2127570060","https://openalex.org/W2132569683","https://openalex.org/W2136562407","https://openalex.org/W2142635246","https://openalex.org/W2151051991","https://openalex.org/W2161917035","https://openalex.org/W2178225550"],"related_works":["https://openalex.org/W4242807451","https://openalex.org/W126301054","https://openalex.org/W4251195004","https://openalex.org/W2127540830","https://openalex.org/W2171218219","https://openalex.org/W3146892535","https://openalex.org/W2118326920","https://openalex.org/W2056895937","https://openalex.org/W2349019353","https://openalex.org/W2154965898"],"abstract_inverted_index":{"One":[0],"of":[1,5,21,42,53,74,91,108,120,138,144,152,160,221],"the":[2,6,17,24,34,40,50,56,72,75,89,96,106,136,166,174,195,215],"main":[3],"limitations":[4],"brain":[7,223],"functional":[8],"connectivity":[9,204,224],"estimation":[10,35,107,145,220],"methods":[11],"based":[12],"on":[13,173],"Autoregressive":[14],"Modeling,":[15],"like":[16,86],"Granger":[18],"Causality":[19],"family":[20],"estimators,":[22],"is":[23],"hypothesis":[25,38],"that":[26],"only":[27],"stationary":[28],"signals":[29],"can":[30],"be":[31],"included":[32],"in":[33,95,126,142,156,165,206],"process.":[36],"This":[37],"precludes":[39],"analysis":[41],"transients":[43],"which":[44,80,157],"often":[45],"contain":[46],"important":[47],"information":[48],"about":[49],"neural":[51],"processes":[52],"interest.":[54],"On":[55],"other":[57],"hand,":[58],"previous":[59],"techniques":[60],"developed":[61],"for":[62],"overcoming":[63],"this":[64,132,139,199],"limitation":[65],"are":[66],"affected":[67],"by":[68,150],"problems":[69],"linked":[70],"to":[71,105,114,124,169,182,188,197,201,217],"dimension":[73],"multivariate":[76,129,209],"autoregressive":[77],"model":[78],"(MVAR),":[79],"prevents":[81],"from":[82],"analysing":[83],"complex":[84,203,222],"networks":[85,205],"those":[87],"at":[88],"basis":[90],"most":[92],"cognitive":[93],"functions":[94],"brain.":[97],"The":[98,177,192],"General":[99],"Linear":[100],"Kalman":[101],"Filter":[102],"(GLKF)":[103],"approach":[104,200],"adaptive":[109,211],"MVARs":[110],"was":[111,179],"recently":[112],"introduced":[113],"deal":[115],"with":[116],"a":[117,127,153,207],"high":[118,183],"number":[119],"time":[121],"series":[122],"(up":[123],"60)":[125],"full":[128,208],"analysis.":[130],"In":[131],"work":[133],"we":[134],"evaluated":[135],"performances":[137],"new":[140],"method":[141,175,178],"terms":[143],"quality":[146],"and":[147,210],"adaptation":[148],"speed,":[149],"means":[151],"simulation":[154],"study":[155,202],"specific":[158],"factors":[159],"interest":[161],"were":[162],"systematically":[163],"varied":[164],"signal":[167],"generation":[168],"investigate":[170],"their":[171],"effect":[172],"performances.":[176],"then":[180],"applied":[181],"density":[184],"EEG":[185],"data":[186],"related":[187],"an":[189,218],"imaginative":[190],"task.":[191],"results":[193],"confirmed":[194],"possibility":[196],"use":[198],"fashion,":[212],"thus":[213],"opening":[214],"way":[216],"effective":[219],"networks.":[225]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}