{"id":"https://openalex.org/W2964164757","doi":"https://doi.org/10.1162/neco_a_01196","title":"Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach","display_name":"Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach","publication_year":2019,"publication_date":"2019-07-23","ids":{"openalex":"https://openalex.org/W2964164757","doi":"https://doi.org/10.1162/neco_a_01196","mag":"2964164757","pmid":"https://pubmed.ncbi.nlm.nih.gov/31335292"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_01196","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01196","pdf_url":null,"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":"letter","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/A5101909915","display_name":"Ali Yousefi","orcid":"https://orcid.org/0000-0002-2405-9934"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ali Yousefi","raw_affiliation_strings":["Department of Computer Science, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA 01609, U.S.A","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103229670","display_name":"Ishita Basu","orcid":"https://orcid.org/0000-0003-1550-8643"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ishita Basu","raw_affiliation_strings":["Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, U.S.A","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087638591","display_name":"Angelique C. Paulk","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Angelique C. Paulk","raw_affiliation_strings":["Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, U.S.A","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115599229","display_name":"Noam Peled","orcid":"https://orcid.org/0000-0002-2327-6478"},"institutions":[{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Noam Peled","raw_affiliation_strings":["Department of Radiology, MBGH/HST Martinos Center for Biomedical Imaging and Harvard Medical School, Boston, MA 02114, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, MBGH/HST Martinos Center for Biomedical Imaging and Harvard Medical School, Boston, MA 02114, U.S.A","institution_ids":["https://openalex.org/I4210127055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047068032","display_name":"Emad N. Eskandar","orcid":"https://orcid.org/0000-0003-4743-2938"},"institutions":[{"id":"https://openalex.org/I129975664","display_name":"Albert Einstein College of Medicine","ror":"https://ror.org/05cf8a891","country_code":"US","type":"education","lineage":["https://openalex.org/I129975664","https://openalex.org/I4210112371"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Emad N. Eskandar","raw_affiliation_strings":["Department of Neurological Surgery, Albert Einstein College of Medicine, Bronx, NY 10461, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, Albert Einstein College of Medicine, Bronx, NY 10461, U.S.A","institution_ids":["https://openalex.org/I129975664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021515455","display_name":"Darin D. Dougherty","orcid":"https://orcid.org/0000-0003-4691-4353"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Darin D. Dougherty","raw_affiliation_strings":["Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA 02129, U.S.A","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031778533","display_name":"Sydney S. Cash","orcid":"https://orcid.org/0000-0002-4557-6391"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sydney S. Cash","raw_affiliation_strings":["Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, U.S.A","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004461160","display_name":"Alik S. Widge","orcid":"https://orcid.org/0000-0001-8510-341X"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alik S. Widge","raw_affiliation_strings":["Department of Psychiatry, University of Minnesota, Minneapolis, MN 55454, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Minnesota, Minneapolis, MN 55454, U.S.A","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004106989","display_name":"Uri T. Eden","orcid":"https://orcid.org/0000-0002-2058-3691"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Uri T. Eden","raw_affiliation_strings":["Department of Mathematics and Statistics, Boston University, Boston, MA 02215, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Boston University, Boston, MA 02215, U.S.A","institution_ids":["https://openalex.org/I111088046","https://openalex.org/I33434090"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5004106989","https://openalex.org/A5004461160","https://openalex.org/A5021515455","https://openalex.org/A5031778533","https://openalex.org/A5047068032","https://openalex.org/A5087638591","https://openalex.org/A5101909915","https://openalex.org/A5103229670","https://openalex.org/A5115599229"],"corresponding_institution_ids":["https://openalex.org/I107077323","https://openalex.org/I111088046","https://openalex.org/I129975664","https://openalex.org/I130238516","https://openalex.org/I33434090","https://openalex.org/I4210087915","https://openalex.org/I4210127055"],"apc_list":null,"apc_paid":null,"fwci":2.5949,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.89708168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"31","issue":"9","first_page":"1751","last_page":"1788"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9965000152587891,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9965000152587891,"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":0.9922999739646912,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9369999766349792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5683856010437012},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5534492135047913},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4906250536441803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46496039628982544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4275425970554352},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.42700210213661194},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3737229108810425},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3618931174278259},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3438132405281067},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.27951207756996155},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24017104506492615}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5683856010437012},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5534492135047913},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4906250536441803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46496039628982544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4275425970554352},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42700210213661194},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3737229108810425},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3618931174278259},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3438132405281067},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.27951207756996155},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24017104506492615}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004567","descriptor_name":"Electrodes, Implanted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004567","descriptor_name":"Electrodes, Implanted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004567","descriptor_name":"Electrodes, Implanted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006179","descriptor_name":"Gyrus Cinguli","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D011597","descriptor_name":"Psychomotor Performance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011597","descriptor_name":"Psychomotor Performance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011597","descriptor_name":"Psychomotor Performance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011930","descriptor_name":"Reaction Time","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}],"locations_count":2,"locations":[{"id":"doi:10.1162/neco_a_01196","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_01196","pdf_url":null,"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:31335292","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31335292","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":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4000000059604645,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":113,"referenced_works":["https://openalex.org/W1481777731","https://openalex.org/W1486791786","https://openalex.org/W1560391863","https://openalex.org/W1582091054","https://openalex.org/W1642251103","https://openalex.org/W1666386643","https://openalex.org/W1907418661","https://openalex.org/W1964491684","https://openalex.org/W1968187292","https://openalex.org/W1971577575","https://openalex.org/W1973275441","https://openalex.org/W1981706467","https://openalex.org/W1984030600","https://openalex.org/W1984229069","https://openalex.org/W1986694300","https://openalex.org/W1992602141","https://openalex.org/W1992764769","https://openalex.org/W1997093112","https://openalex.org/W1999651610","https://openalex.org/W2001165927","https://openalex.org/W2003324249","https://openalex.org/W2005243481","https://openalex.org/W2017108196","https://openalex.org/W2023295798","https://openalex.org/W2027068798","https://openalex.org/W2041853331","https://openalex.org/W2041935477","https://openalex.org/W2049633694","https://openalex.org/W2050316645","https://openalex.org/W2052314238","https://openalex.org/W2054596996","https://openalex.org/W2055711980","https://openalex.org/W2056698847","https://openalex.org/W2058317558","https://openalex.org/W2059527915","https://openalex.org/W2068468618","https://openalex.org/W2079995872","https://openalex.org/W2086683101","https://openalex.org/W2087175814","https://openalex.org/W2087185095","https://openalex.org/W2087704839","https://openalex.org/W2096038694","https://openalex.org/W2097360283","https://openalex.org/W2097982135","https://openalex.org/W2098613108","https://openalex.org/W2101790396","https://openalex.org/W2102428265","https://openalex.org/W2103012681","https://openalex.org/W2103481737","https://openalex.org/W2103575187","https://openalex.org/W2104007404","https://openalex.org/W2110242299","https://openalex.org/W2111663391","https://openalex.org/W2112532472","https://openalex.org/W2113328646","https://openalex.org/W2116341396","https://openalex.org/W2116905996","https://openalex.org/W2116952506","https://openalex.org/W2120357670","https://openalex.org/W2120768649","https://openalex.org/W2128314959","https://openalex.org/W2129983824","https://openalex.org/W2130423096","https://openalex.org/W2132003317","https://openalex.org/W2136988120","https://openalex.org/W2139886607","https://openalex.org/W2141965013","https://openalex.org/W2142864695","https://openalex.org/W2146004938","https://openalex.org/W2149610534","https://openalex.org/W2155063410","https://openalex.org/W2156430527","https://openalex.org/W2158553737","https://openalex.org/W2162381025","https://openalex.org/W2164183806","https://openalex.org/W2165758561","https://openalex.org/W2165873177","https://openalex.org/W2166073443","https://openalex.org/W2166454584","https://openalex.org/W2227520796","https://openalex.org/W2252563366","https://openalex.org/W2259989138","https://openalex.org/W2290226932","https://openalex.org/W2294761579","https://openalex.org/W2395363900","https://openalex.org/W2476003573","https://openalex.org/W2586907386","https://openalex.org/W2590873763","https://openalex.org/W2594082856","https://openalex.org/W2607293739","https://openalex.org/W2774446342","https://openalex.org/W2779437910","https://openalex.org/W2784904975","https://openalex.org/W2786396068","https://openalex.org/W2883184951","https://openalex.org/W2891000686","https://openalex.org/W2891509242","https://openalex.org/W2901154643","https://openalex.org/W2921430350","https://openalex.org/W2923742357","https://openalex.org/W2999905431","https://openalex.org/W3102133355","https://openalex.org/W4212863985","https://openalex.org/W4230172260","https://openalex.org/W4230797216","https://openalex.org/W4233413206","https://openalex.org/W4241242755","https://openalex.org/W4289257140","https://openalex.org/W4294214781","https://openalex.org/W4294541781","https://openalex.org/W4300819821","https://openalex.org/W4301861531","https://openalex.org/W6948899104"],"related_works":["https://openalex.org/W2161474341","https://openalex.org/W4302615923","https://openalex.org/W3203142394","https://openalex.org/W2351061015","https://openalex.org/W4220731478","https://openalex.org/W2081348319","https://openalex.org/W1974622901","https://openalex.org/W4248151009","https://openalex.org/W3127991229","https://openalex.org/W2074627502"],"abstract_inverted_index":{"Cognitive":[0],"processes,":[1,47,278],"such":[2,149],"as":[3,60,150],"learning":[4],"and":[5,13,32,43,74,93,122,146,162,184,260,289],"cognitive":[6,21,46,56,67,123,144,168,202,214,221,263,277],"flexibility,":[7],"are":[8],"both":[9,30],"difficult":[10],"to":[11,14,82,110,138,166,175,198,246,258,269,283],"measure":[12,44],"sample":[15],"continuously":[16],"using":[17,132,170,231],"objective":[18,116],"tools":[19],"because":[20],"processes":[22],"arise":[23],"from":[24,204],"distributed,":[25],"high-dimensional":[26,71],"neural":[27,72,92,129,147,159,171,178,205],"activity.":[28],"For":[29],"research":[31],"clinical":[33],"applications,":[34],"that":[35,229],"dimensionality":[36,42],"must":[37],"be":[38,281],"reduced.":[39],"To":[40],"reduce":[41],"underlying":[45,201,276],"we":[48],"propose":[49],"a":[50,55,61,66,103,133,163,213,262],"modeling":[51,88,105,252],"framework":[52,79,197,253,266],"in":[53,188,207],"which":[54,69,279],"process":[57],"is":[58],"defined":[59],"low-dimensional":[62],"dynamical":[63],"latent":[64],"variable-called":[65],"state,":[68],"links":[70],"recordings":[73],"multidimensional":[75],"behavioral":[76,94,108,117],"readouts.":[77],"This":[78],"allows":[80],"us":[81,268],"decompose":[83],"the":[84,89,107,112,128,140,143,158,177,191,220,224,271,275,284],"hard":[85],"problem":[86],"of":[87,190,228,237,239,274,286],"relationship":[90,113,141],"between":[91,114,142],"data":[95,172,206],"into":[96],"separable":[97],"encoding-decoding":[98,192],"approaches.":[99],"We":[100,155,180,194,217],"first":[101],"use":[102,157],"state-space":[104],"framework,":[106],"decoder,":[109],"articulate":[111],"an":[115,200,235],"readout":[118,233],"(e.g.,":[119],"response":[120],"times)":[121],"state.":[124,264],"The":[125,265],"second":[126],"step,":[127],"encoder,":[130],"involves":[131],"generalized":[134],"linear":[135],"model":[136,161,185],"(GLM)":[137],"identify":[139],"state":[145,169,203,222],"signals,":[148],"local":[151],"field":[152],"potential":[153],"(LFP).":[154],"then":[156],"encoder":[160],"Bayesian":[164],"filter":[165],"estimate":[167,199],"(LFP":[173],"power)":[174],"generate":[176],"decoder.":[179],"provide":[181],"goodness-of-fit":[182],"analysis":[183],"selection":[186],"criteria":[187],"support":[189],"result.":[193],"apply":[195],"this":[196],"human":[208],"participants":[209],"(<mml:math":[210],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mrow><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mn>8</mml:mn></mml:mrow></mml:math>)":[211],"performing":[212],"conflict":[215],"task.":[216],"successfully":[218],"estimated":[219,230],"within":[223],"95%":[225],"confidence":[226],"intervals":[227],"behavior":[232],"for":[234],"average":[236],"90%":[238],"task":[240],"trials":[241],"across":[242],"participants.":[243],"In":[244],"contrast":[245],"previous":[247],"encoder-decoder":[248],"models,":[249],"our":[250],"proposed":[251],"incorporates":[254],"LFP":[255],"spectral":[256],"power":[257],"encode":[259],"decode":[261],"allowed":[267],"capture":[270],"temporal":[272],"evolution":[273],"could":[280],"key":[282],"development":[285],"closed-loop":[287],"experiments":[288],"treatments.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}