{"id":"https://openalex.org/W3087743382","doi":"https://doi.org/10.1162/neco_a_01323","title":"Differential Covariance: A New Method to Estimate Functional Connectivity in fMRI","display_name":"Differential Covariance: A New Method to Estimate Functional Connectivity in fMRI","publication_year":2020,"publication_date":"2020-09-18","ids":{"openalex":"https://openalex.org/W3087743382","doi":"https://doi.org/10.1162/neco_a_01323","mag":"3087743382","pmid":"https://pubmed.ncbi.nlm.nih.gov/32946714"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01323","is_oa":true,"landing_page_url":"https://doi.org/10.1162/neco_a_01323","pdf_url":"https://direct.mit.edu/neco/article-pdf/32/12/2389/1865537/neco_a_01323.pdf","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":true,"oa_status":"bronze","oa_url":"https://direct.mit.edu/neco/article-pdf/32/12/2389/1865537/neco_a_01323.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112457629","display_name":"Tiger W. Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I1307098950","display_name":"Salk Institute for Biological Studies","ror":"https://ror.org/03xez1567","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1307098950"]},{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tiger W. Lin","raw_affiliation_strings":["Neurosciences Graduate Program, University of California San Diego, La Jolla, CA, 92092, and Computational Neurobiology Laboratory, Salk Institute for Biological Sciences, La Jolla, CA, 92037, U.S.A"],"affiliations":[{"raw_affiliation_string":"Neurosciences Graduate Program, University of California San Diego, La Jolla, CA, 92092, and Computational Neurobiology Laboratory, Salk Institute for Biological Sciences, La Jolla, CA, 92037, U.S.A","institution_ids":["https://openalex.org/I1307098950","https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089237956","display_name":"Yusi Chen","orcid":"https://orcid.org/0000-0002-6077-6973"},"institutions":[{"id":"https://openalex.org/I1307098950","display_name":"Salk Institute for Biological Studies","ror":"https://ror.org/03xez1567","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1307098950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yusi Chen","raw_affiliation_strings":["Computational Neurobiology Laboratory, Salk Institute for Biological Sciences, La Jolla, CA, 92037, and Division of Biological Sciences, University of California San Diego, La Jolla, CA, 92092, U.S.A"],"affiliations":[{"raw_affiliation_string":"Computational Neurobiology Laboratory, Salk Institute for Biological Sciences, La Jolla, CA, 92037, and Division of Biological Sciences, University of California San Diego, La Jolla, CA, 92092, U.S.A","institution_ids":["https://openalex.org/I1307098950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038333634","display_name":"Qasim Bukhari","orcid":"https://orcid.org/0000-0001-6648-6953"},"institutions":[{"id":"https://openalex.org/I144112489","display_name":"McGovern Institute for Brain Research","ror":"https://ror.org/05ymca674","country_code":"US","type":"facility","lineage":["https://openalex.org/I144112489","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qasim Bukhari","raw_affiliation_strings":["McGovern Institute for Brain Research, MIT, Cambridge, MA 02139, U.S.A"],"affiliations":[{"raw_affiliation_string":"McGovern Institute for Brain Research, MIT, Cambridge, MA 02139, U.S.A","institution_ids":["https://openalex.org/I144112489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042776565","display_name":"Giri P. Krishnan","orcid":"https://orcid.org/0000-0002-3931-7633"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Giri P. Krishnan","raw_affiliation_strings":["Department of Medicine, University of California San Diego, La Jolla, CA 92092, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of California San Diego, La Jolla, CA 92092, U.S.A","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046684253","display_name":"Maxim Bazhenov","orcid":"https://orcid.org/0000-0002-1936-0570"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maxim Bazhenov","raw_affiliation_strings":["Department of Medicine, University of California San Diego, La Jolla, CA 92092, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of California San Diego, La Jolla, CA 92092, U.S.A","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044141636","display_name":"Terrence J. Sejnowski","orcid":"https://orcid.org/0000-0002-0622-7391"},"institutions":[{"id":"https://openalex.org/I1307098950","display_name":"Salk Institute for Biological Studies","ror":"https://ror.org/03xez1567","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1307098950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Terrence J. Sejnowski","raw_affiliation_strings":["Computational Neurobiology Laboratory, Salk Institute for Biological Sciences, La Jolla, CA, 92037, U.S.A., and Institute for Neural Computation and Division of Biological Sciences, University of California San Diego, La Jolla, CA 92092, U.S.A"],"affiliations":[{"raw_affiliation_string":"Computational Neurobiology Laboratory, Salk Institute for Biological Sciences, La Jolla, CA, 92037, U.S.A., and Institute for Neural Computation and Division of Biological Sciences, University of California San Diego, La Jolla, CA 92092, U.S.A","institution_ids":["https://openalex.org/I1307098950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038333634","https://openalex.org/A5042776565","https://openalex.org/A5044141636","https://openalex.org/A5046684253","https://openalex.org/A5089237956","https://openalex.org/A5112457629"],"corresponding_institution_ids":["https://openalex.org/I1307098950","https://openalex.org/I144112489","https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":0.5577,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63580762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"32","issue":"12","first_page":"2389","last_page":"2421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9998999834060669,"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":0.9998999834060669,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.7223786115646362},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.638996958732605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5861471891403198},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5726838111877441},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5343453288078308},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49030187726020813},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4337612986564636},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42593538761138916},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4142162799835205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35533177852630615},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.31108975410461426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2857227623462677},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1612451672554016},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09479138255119324}],"concepts":[{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.7223786115646362},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.638996958732605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5861471891403198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5726838111877441},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5343453288078308},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49030187726020813},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4337612986564636},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42593538761138916},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4142162799835205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35533177852630615},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.31108975410461426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2857227623462677},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1612451672554016},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09479138255119324},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[{"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":"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":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","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":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"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}],"locations_count":2,"locations":[{"id":"doi:10.1162/neco_a_01323","is_oa":true,"landing_page_url":"https://doi.org/10.1162/neco_a_01323","pdf_url":"https://direct.mit.edu/neco/article-pdf/32/12/2389/1865537/neco_a_01323.pdf","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:32946714","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32946714","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":{"id":"doi:10.1162/neco_a_01323","is_oa":true,"landing_page_url":"https://doi.org/10.1162/neco_a_01323","pdf_url":"https://direct.mit.edu/neco/article-pdf/32/12/2389/1865537/neco_a_01323.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3087743382.pdf","grobid_xml":"https://content.openalex.org/works/W3087743382.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1500535712","https://openalex.org/W1516609261","https://openalex.org/W1550696814","https://openalex.org/W1687468892","https://openalex.org/W1822300807","https://openalex.org/W1895907979","https://openalex.org/W1974105735","https://openalex.org/W1987924998","https://openalex.org/W1988384534","https://openalex.org/W2003739479","https://openalex.org/W2003753589","https://openalex.org/W2004026511","https://openalex.org/W2006240253","https://openalex.org/W2011523140","https://openalex.org/W2052324242","https://openalex.org/W2066400502","https://openalex.org/W2070461923","https://openalex.org/W2092658543","https://openalex.org/W2109198067","https://openalex.org/W2110745932","https://openalex.org/W2117663940","https://openalex.org/W2123586737","https://openalex.org/W2129621723","https://openalex.org/W2131242330","https://openalex.org/W2131729872","https://openalex.org/W2132555912","https://openalex.org/W2134652049","https://openalex.org/W2138905229","https://openalex.org/W2142857211","https://openalex.org/W2147546041","https://openalex.org/W2168801837","https://openalex.org/W2170744156","https://openalex.org/W2244441628","https://openalex.org/W2604272474","https://openalex.org/W2963429013","https://openalex.org/W2964160609","https://openalex.org/W2980286315","https://openalex.org/W3104624268","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4230315250"],"abstract_inverted_index":{"Measuring":[0],"functional":[1,30,48,116],"connectivity":[2,85],"from":[3,54],"fMRI":[4,79],"recordings":[5],"is":[6,20],"important":[7],"in":[8,11,103],"understanding":[9],"processing":[10],"cortical":[12],"networks.":[13],"However,":[14],"because":[15],"the":[16,44,73,83],"brain's":[17],"connection":[18],"pattern":[19],"complex,":[21],"currently":[22],"used":[23,88,96],"methods":[24],"are":[25],"prone":[26],"to":[27,69,89,114],"producing":[28],"false":[29],"connections.":[31],"We":[32,50],"introduce":[33],"differential":[34],"covariance":[35,99],"analysis,":[36],"a":[37,59],"new":[38,108],"method":[39,92,109],"that":[40],"uses":[41],"derivatives":[42],"of":[43,62],"signal":[45],"for":[46],"estimating":[47],"connectivity.":[49,117],"generated":[51],"neural":[52,60],"activities":[53],"dynamical":[55],"causal":[56],"modeling":[57],"and":[58,65],"network":[61,105],"Hodgkin-Huxley":[63],"neurons":[64],"then":[66],"converted":[67],"them":[68],"hemodynamic":[70],"signals":[71],"using":[72],"forward":[74],"balloon":[75],"model.":[76],"The":[77],"simulated":[78],"signals,":[80],"together":[81],"with":[82,93],"ground-truth":[84],"pattern,":[86],"were":[87],"benchmark":[90],"our":[91],"other":[94],"commonly":[95],"methods.":[97],"Differential":[98],"achieved":[100],"better":[101],"results":[102],"complex":[104],"simulations.":[106],"This":[107],"opens":[110],"an":[111],"alternative":[112],"way":[113],"estimate":[115]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}
