{"id":"https://openalex.org/W4309675434","doi":"https://doi.org/10.1109/smc53654.2022.9945079","title":"An EEG Classifier to Discriminate Between Focused Attention Meditation and Problem-solving","display_name":"An EEG Classifier to Discriminate Between Focused Attention Meditation and Problem-solving","publication_year":2022,"publication_date":"2022-10-09","ids":{"openalex":"https://openalex.org/W4309675434","doi":"https://doi.org/10.1109/smc53654.2022.9945079"},"language":"en","primary_location":{"id":"doi:10.1109/smc53654.2022.9945079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945079","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5074108106","display_name":"Gansheng Tan","orcid":"https://orcid.org/0000-0001-8785-9499"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gansheng Tan","raw_affiliation_strings":["Washington University,Dept. of Biomedical Engineering,St. Louis,USA","WUSTL - Washington University in Saint Louis (1 Brookings Dr, St. Louis, MO 63130 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Washington University,Dept. of Biomedical Engineering,St. Louis,USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"WUSTL - Washington University in Saint Louis (1 Brookings Dr, St. Louis, MO 63130 - United States)","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033438374","display_name":"Shuihui Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuihui Wang","raw_affiliation_strings":["Beijing Jiao Tong University,School of Science,Beijing,China","BJTU - Beijing Jiaotong University (No.3 of Shangyuan Residence Haidian District in Beijing - China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiao Tong University,School of Science,Beijing,China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"BJTU - Beijing Jiaotong University (No.3 of Shangyuan Residence Haidian District in Beijing - China)","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054131358","display_name":"Valentin Vierge","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Valentin Vierge","raw_affiliation_strings":["CentraleSup&#x00E9;lec,Gif-sur-Yvette,France,91190","CentraleSup\u00e9lec (3, rue Joliot Curie,\r\nPlateau de Moulon,\r\n91192 GIF-SUR-YVETTE Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CentraleSup&#x00E9;lec,Gif-sur-Yvette,France,91190","institution_ids":["https://openalex.org/I4210107720"]},{"raw_affiliation_string":"CentraleSup\u00e9lec (3, rue Joliot Curie,\r\nPlateau de Moulon,\r\n91192 GIF-SUR-YVETTE Cedex - France)","institution_ids":["https://openalex.org/I4210107720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034514836","display_name":"Wei Mu","orcid":"https://orcid.org/0000-0002-6582-5551"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Mu","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,School of Electrical Engineering,Xi&#x2019;an,China","Xjtu - Xi'an Jiaotong University (28 Xianning W Rd, JiaoDa ShangYe JieQu, Beilin Qu, Xian Shi, Shaanxi Sheng - China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,School of Electrical Engineering,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Xjtu - Xi'an Jiaotong University (28 Xianning W Rd, JiaoDa ShangYe JieQu, Beilin Qu, Xian Shi, Shaanxi Sheng - China)","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067620594","display_name":"Min Wang","orcid":"https://orcid.org/0000-0003-1391-8999"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Wang","raw_affiliation_strings":["Science and Engineering Beihang University,School of Integrated Circuit,Beijing,China","BUAA - Beihang University (Beijing 100083 \r\nPR China  - China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Engineering Beihang University,School of Integrated Circuit,Beijing,China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"BUAA - Beihang University (Beijing 100083 \r\nPR China  - China)","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045352324","display_name":"Luca Greco","orcid":"https://orcid.org/0000-0002-3961-5219"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luca Greco","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des signaux et syst&#x00E8;mes,Gif-sur-Yvette,France,91190","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des signaux et syst&#x00E8;mes,Gif-sur-Yvette,France,91190","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097418"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113809999","display_name":"Hugues Mounier","orcid":"https://orcid.org/0000-0002-7069-3119"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hugues Mounier","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des signaux et syst&#x00E8;mes,Gif-sur-Yvette,France,91190","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des signaux et syst&#x00E8;mes,Gif-sur-Yvette,France,91190","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097418"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058680776","display_name":"Antoine Chaillet","orcid":"https://orcid.org/0000-0003-4095-0468"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Chaillet","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des signaux et syst&#x00E8;mes,Gif-sur-Yvette,France,91190","IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, CNRS, CentraleSup&#x00E9;lec,Laboratoire des signaux et syst&#x00E8;mes,Gif-sur-Yvette,France,91190","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097418"]},{"raw_affiliation_string":"IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":null,"first_page":"1954","last_page":"1960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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/T10708","display_name":"Mindfulness and Compassion Interventions","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9947999715805054,"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/electroencephalography","display_name":"Electroencephalography","score":0.7852503657341003},{"id":"https://openalex.org/keywords/meditation","display_name":"Meditation","score":0.6614181995391846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6258647441864014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6055616736412048},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6043665409088135},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5587636828422546},{"id":"https://openalex.org/keywords/neural-correlates-of-consciousness","display_name":"Neural correlates of consciousness","score":0.5448591113090515},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5068948864936829},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4482814371585846},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.42436864972114563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42318588495254517},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3435976505279541},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.17170816659927368}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7852503657341003},{"id":"https://openalex.org/C521822307","wikidata":"https://www.wikidata.org/wiki/Q108458","display_name":"Meditation","level":2,"score":0.6614181995391846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6258647441864014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6055616736412048},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6043665409088135},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5587636828422546},{"id":"https://openalex.org/C129564537","wikidata":"https://www.wikidata.org/wiki/Q1460873","display_name":"Neural correlates of consciousness","level":3,"score":0.5448591113090515},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5068948864936829},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4482814371585846},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.42436864972114563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42318588495254517},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3435976505279541},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.17170816659927368},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smc53654.2022.9945079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945079","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04352491v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-04352491","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 2022, Prague, Czech Republic. &#x27E8;10.1109/SMC53654.2022.9945079&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3623061047","display_name":"Mathematical Investigation of Neuroscience Dynamics for Meditative Model Identification, Control, Estimation And Observation","funder_award_id":"ANR-17-CE40-0005","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1492054003","https://openalex.org/W2024596249","https://openalex.org/W2070046207","https://openalex.org/W2072728219","https://openalex.org/W2094850439","https://openalex.org/W2095408687","https://openalex.org/W2104239453","https://openalex.org/W2124612756","https://openalex.org/W2125948089","https://openalex.org/W2144241704","https://openalex.org/W2156353669","https://openalex.org/W2165337576","https://openalex.org/W2531809297","https://openalex.org/W2570729414","https://openalex.org/W2584167365","https://openalex.org/W2606942861","https://openalex.org/W2665282810","https://openalex.org/W2805453491","https://openalex.org/W2911964244","https://openalex.org/W2916033447","https://openalex.org/W2964996054","https://openalex.org/W4294214983"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W2239057824","https://openalex.org/W4281971433","https://openalex.org/W4237513258","https://openalex.org/W4236263371","https://openalex.org/W1985314655","https://openalex.org/W600497861","https://openalex.org/W2520193207","https://openalex.org/W2730024498","https://openalex.org/W2889302474"],"abstract_inverted_index":{"Digital":[0],"platforms":[1],"could":[2],"facilitate":[3],"meditation":[4],"practice":[5],"by":[6],"discriminating":[7,149],"the":[8,20,32,36,79,93,121,124,130,153,157,163,169],"participants\u2019":[9],"mental":[10],"state":[11],"in":[12,31,129,168],"real":[13],"time":[14],"based":[15,59],"on":[16,60,75,86,119],"neural":[17,23,37],"activities.":[18],"However,":[19],"search":[21],"for":[22,181],"correlates":[24],"of":[25,39,63,68,103,139],"meditative":[26,140],"states":[27],"yields":[28],"contradictory":[29],"results":[30,90],"literature.":[33],"To":[34],"identify":[35],"signature":[38],"meditation,":[40],"we":[41],"propose":[42],"a":[43,50,56,112],"Random":[44],"Forest":[45],"classifier":[46],"to":[47],"discriminate":[48],"between":[49,152],"Focused":[51],"Attention":[52],"Meditation":[53],"(FAM)":[54],"and":[55,82,116,162,171],"problem-solving":[57],"task,":[58],"two-second":[61],"samples":[62],"EEG":[64,76,150],"data.":[65,88],"Two":[66],"types":[67],"classifiers":[69,95,110,180],"are":[70,156],"considered:":[71],"individual":[72,94],"classifiers,":[73,84],"trained":[74,85],"data":[77,122],"from":[78,123,144],"considered":[80],"subject,":[81],"general":[83,109],"inter-individual":[87],"Our":[89,176],"show":[91],"that":[92,136],"achieve":[96],"superior":[97],"performance":[98],"with":[99],"an":[100],"average":[101],"accuracy":[102,114],"93%":[104],"over":[105],"14":[106],"subjects.":[107],"The":[108,147],"display":[111],"lower":[113],"(74%":[115],"54%":[117],"depending":[118],"whether":[120],"tested":[125],"subject":[126],"was":[127],"included":[128],"training":[131],"set).":[132],"This":[133],"study":[134],"suggests":[135],"automatic":[137],"detection":[138],"processes":[141],"greatly":[142],"benefits":[143],"intra-personal":[145],"training.":[146],"most":[148],"features":[151],"two":[154],"tasks":[155],"Beta":[158],"mean":[159],"band":[160],"amplitude":[161],"Theta-Gamma":[164],"phase-amplitude":[165],"coupling,":[166],"particularly":[167],"occipital":[170],"left":[172],"centro-temporal":[173],"brain":[174],"regions.":[175],"findings":[177],"favor":[178],"personalized":[179],"FAM.":[182]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}
