{"id":"https://openalex.org/W4390494251","doi":"https://doi.org/10.1109/cisp-bmei60920.2023.10373302","title":"Spatio-Temporal Joint Filtering for Transfer Learning in Brain-Computer Interface of Motion Imaginery","display_name":"Spatio-Temporal Joint Filtering for Transfer Learning in Brain-Computer Interface of Motion Imaginery","publication_year":2023,"publication_date":"2023-10-28","ids":{"openalex":"https://openalex.org/W4390494251","doi":"https://doi.org/10.1109/cisp-bmei60920.2023.10373302"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei60920.2023.10373302","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cisp-bmei60920.2023.10373302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076702312","display_name":"Shanshan Hou","orcid":"https://orcid.org/0000-0003-2130-3599"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanshan Hou","raw_affiliation_strings":["Hohai University,College of Information Science and Engineering","College of Information Science and Engineering, Hohai University"],"affiliations":[{"raw_affiliation_string":"Hohai University,College of Information Science and Engineering","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Information Science and Engineering, Hohai University","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028119374","display_name":"Aimin Jiang","orcid":"https://orcid.org/0000-0002-9181-934X"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aimin Jiang","raw_affiliation_strings":["Hohai University,College of Information Science and Engineering","College of Information Science and Engineering, Hohai University"],"affiliations":[{"raw_affiliation_string":"Hohai University,College of Information Science and Engineering","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Information Science and Engineering, Hohai University","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068397071","display_name":"Yibin Tang","orcid":"https://orcid.org/0000-0002-9110-8038"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibin Tang","raw_affiliation_strings":["Hohai University,College of Information Science and Engineering","College of Information Science and Engineering, Hohai University"],"affiliations":[{"raw_affiliation_string":"Hohai University,College of Information Science and Engineering","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Information Science and Engineering, Hohai University","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059748830","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-7649-3900"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Li","raw_affiliation_strings":["Hohai University,College of Information Science and Engineering","College of Information Science and Engineering, Hohai University"],"affiliations":[{"raw_affiliation_string":"Hohai University,College of Information Science and Engineering","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Information Science and Engineering, Hohai University","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082927370","display_name":"Yanping Zhu","orcid":"https://orcid.org/0000-0002-8107-0101"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanping Zhu","raw_affiliation_strings":["Changzhou University,School of Microelectronics and Control Engineering","School of Microelectronics and Control Engineering, Changzhou University"],"affiliations":[{"raw_affiliation_string":"Changzhou University,School of Microelectronics and Control Engineering","institution_ids":["https://openalex.org/I4210153482"]},{"raw_affiliation_string":"School of Microelectronics and Control Engineering, Changzhou University","institution_ids":["https://openalex.org/I4210153482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076702312"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":null,"apc_paid":null,"fwci":0.1808,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52838555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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":0.9958000183105469,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8170076608657837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.777004063129425},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.675539493560791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6417456269264221},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.61844402551651},{"id":"https://openalex.org/keywords/spatial-filter","display_name":"Spatial filter","score":0.5466663241386414},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.5456907153129578},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5163503885269165},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4993245601654053},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4950341582298279},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4797055125236511},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4291522800922394},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3999810218811035},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3274662494659424},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1070452630519867}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8170076608657837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777004063129425},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.675539493560791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6417456269264221},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.61844402551651},{"id":"https://openalex.org/C121475858","wikidata":"https://www.wikidata.org/wiki/Q2735911","display_name":"Spatial filter","level":2,"score":0.5466663241386414},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.5456907153129578},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5163503885269165},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4993245601654053},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4950341582298279},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4797055125236511},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4291522800922394},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3999810218811035},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3274662494659424},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1070452630519867},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei60920.2023.10373302","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cisp-bmei60920.2023.10373302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W53172824","https://openalex.org/W1723619723","https://openalex.org/W1973574316","https://openalex.org/W1996167318","https://openalex.org/W2008747572","https://openalex.org/W2096597330","https://openalex.org/W2096943734","https://openalex.org/W2106006415","https://openalex.org/W2117895630","https://openalex.org/W2126836758","https://openalex.org/W2129023315","https://openalex.org/W2135825876","https://openalex.org/W2142492665","https://openalex.org/W2147854680","https://openalex.org/W2164497299","https://openalex.org/W2187089797","https://openalex.org/W2527330869","https://openalex.org/W2549437649","https://openalex.org/W2738853664","https://openalex.org/W2746829572","https://openalex.org/W2796435388","https://openalex.org/W2963275094","https://openalex.org/W2963727766","https://openalex.org/W3098943317","https://openalex.org/W3164388099","https://openalex.org/W4247263980"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2914170859","https://openalex.org/W2889342546","https://openalex.org/W3153926117","https://openalex.org/W2904049950"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"novel":[4],"joint":[5,85],"spatio-temporal":[6,86],"filtering":[7,32,42,87],"algorithm":[8,29,39,62,88],"for":[9,96],"transfer":[10],"learning":[11],"(TL)":[12],"in":[13,23,99],"motion":[14],"imagery":[15],"(MI)":[16],"tasks,":[17],"aiming":[18],"to":[19,44],"address":[20],"the":[21,34,53,56,61,64,70,83,91],"variability":[22],"subjects,":[24],"trials,":[25],"or":[26],"tasks.":[27],"The":[28],"combines":[30],"spatial":[31,36,57],"using":[33],"common":[35],"pattern":[37],"(CSP)":[38],"with":[40],"temporal":[41,59],"applied":[43],"EEG":[45],"signals":[46],"of":[47,55,66,72,94],"each":[48],"channel.":[49],"By":[50],"jointly":[51],"optimizing":[52],"coefficients":[54],"and":[58,68],"filters,":[60],"enhances":[63],"performance":[65],"CSP":[67],"improves":[69,90],"alignment":[71],"covariance":[73],"matrices.":[74],"Experimental":[75],"results":[76],"on":[77],"various":[78],"public":[79],"datasets":[80],"demonstrate":[81],"that":[82],"proposed":[84],"effectively":[89],"classification":[92],"accuracy":[93],"TL":[95],"MI":[97],"tasks":[98],"brain-computer":[100],"interfaces":[101],"(BCI).":[102]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}