{"id":"https://openalex.org/W4409308717","doi":"https://doi.org/10.3389/fninf.2025.1559335","title":"Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning","display_name":"Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning","publication_year":2025,"publication_date":"2025-04-09","ids":{"openalex":"https://openalex.org/W4409308717","doi":"https://doi.org/10.3389/fninf.2025.1559335","pmid":"https://pubmed.ncbi.nlm.nih.gov/40270987"},"language":"en","primary_location":{"id":"doi:10.3389/fninf.2025.1559335","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1559335","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1559335/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1559335/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059722188","display_name":"Zhibin Jiang","orcid":"https://orcid.org/0000-0002-8580-7609"},"institutions":[{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Jiang","raw_affiliation_strings":["Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","Institute of Artificial Intelligence, Shaoxing University, Shaoxing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064423778","display_name":"Keli Hu","orcid":"https://orcid.org/0000-0002-5628-7640"},"institutions":[{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keli Hu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","Information Technology R&D Innovation Center of Peking University, Shaoxing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]},{"raw_affiliation_string":"Information Technology R&D Innovation Center of Peking University, Shaoxing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001448777","display_name":"Jia Qu","orcid":"https://orcid.org/0000-0002-0595-3690"},"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":"Jia Qu","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, China","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061447455","display_name":"Zekang Bian","orcid":"https://orcid.org/0000-0002-0512-9247"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]},{"id":"https://openalex.org/I4210154710","display_name":"Wuxi Taihu Hospital","ror":"https://ror.org/05qp6pd10","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zekang Bian","raw_affiliation_strings":["Department of AI & Computer Science, Jiangnan University, Wuxi, China","Department of Taihu Jiangsu Key Construction Lab of IoT Application Technologies, Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of AI & Computer Science, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"Department of Taihu Jiangsu Key Construction Lab of IoT Application Technologies, Wuxi, China","institution_ids":["https://openalex.org/I4210154710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110768710","display_name":"Donghua Yu","orcid":"https://orcid.org/0000-0003-0464-9205"},"institutions":[{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghua Yu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","Institute of Artificial Intelligence, Shaoxing University, Shaoxing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100620306","display_name":"Jie Zhou","orcid":"https://orcid.org/0000-0001-7701-234X"},"institutions":[{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Zhou","raw_affiliation_strings":["Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","Institute of Artificial Intelligence, Shaoxing University, Shaoxing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, Shaoxing University, Shaoxing, China","institution_ids":["https://openalex.org/I192209268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100620306"],"corresponding_institution_ids":["https://openalex.org/I192209268"],"apc_list":{"value":3295,"currency":"USD","value_usd":3295},"apc_paid":{"value":3295,"currency":"USD","value_usd":3295},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05634789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":null,"first_page":"1559335","last_page":"1559335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9887999892234802,"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":0.9887999892234802,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.0010000000474974513,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.6376122832298279},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6262931823730469},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.548845648765564},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48290467262268066},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.46699681878089905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46673497557640076},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16497132182121277},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11288315057754517}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6376122832298279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6262931823730469},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.548845648765564},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48290467262268066},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46699681878089905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46673497557640076},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16497132182121277},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11288315057754517}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fninf.2025.1559335","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1559335","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1559335/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:40270987","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40270987","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":"Frontiers in neuroinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:893202873baa4b1386eaceea4630a0bf","is_oa":true,"landing_page_url":"https://doaj.org/article/893202873baa4b1386eaceea4630a0bf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neuroinformatics, Vol 19 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12014663","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12014663","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Neuroinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fninf.2025.1559335","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1559335","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1559335/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1130389417","display_name":null,"funder_award_id":"62002227","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G127301922","display_name":"\u878d\u5408\u4e2d\u667a\u6a21\u7cca\u4fe1\u606f\u523b\u753b\u7684\u5927\u89c4\u6a21\u5168\u573a\u666f\u7ed3\u80a0\u955c\u5f71\u50cf\u606f\u8089\u533a\u57df\u68c0\u6d4b\u7814\u7a76","funder_award_id":"LZ24F020006","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2520706485","display_name":null,"funder_award_id":"62206177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3380593553","display_name":null,"funder_award_id":"62306126","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5097116734","display_name":null,"funder_award_id":"LTY22F020003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5950435340","display_name":null,"funder_award_id":"62106145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6735800837","display_name":"\u9762\u5411\u9ad8\u52a8\u6001\u8303\u56f4\u5149\u573a\u56fe\u50cf\u89c6\u89c9\u7684\u76ee\u6807\u91cd\u8bc6\u522b\u548c\u8d28\u91cf\u8bc4\u4ef7\u65b9\u6cd5\u7814\u7a76","funder_award_id":"LTY22F020003","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G6814605792","display_name":"\u9762\u5411\u766b\u75eb\u8111\u7535\u4fe1\u53f7\u5206\u7c7b\u7684\u6b20\u91c7\u6837\u96c6\u6210\u548c\u4e0d\u5e73\u8861\u5b66\u4e60\u65b9\u6cd5\u7814\u7a76","funder_award_id":"LQ22F020024","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7347424276","display_name":null,"funder_award_id":"BK20220621","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8204789529","display_name":"\u9762\u5411\u591a\u6a21\u6001\u8111\u673a\u63a5\u53e3\u7684\u5b8c\u5907\u4fe1\u606f\u8fc1\u79fb\u591a\u89c6\u89d2\u5b66\u4e60\u65b9\u6cd5\u7814\u7a76","funder_award_id":"LY23F020007","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409308717.pdf","grobid_xml":"https://content.openalex.org/works/W4409308717.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1559060276","https://openalex.org/W1755117326","https://openalex.org/W2001619934","https://openalex.org/W2026157446","https://openalex.org/W2083380021","https://openalex.org/W2097486709","https://openalex.org/W2099971677","https://openalex.org/W2101629643","https://openalex.org/W2107968230","https://openalex.org/W2115403315","https://openalex.org/W2119802217","https://openalex.org/W2122111042","https://openalex.org/W2122838776","https://openalex.org/W2132240828","https://openalex.org/W2141695047","https://openalex.org/W2148593155","https://openalex.org/W2152119085","https://openalex.org/W2156832349","https://openalex.org/W2165698076","https://openalex.org/W2289208053","https://openalex.org/W2800380319","https://openalex.org/W2921318792","https://openalex.org/W2926366943","https://openalex.org/W2987861506","https://openalex.org/W3088043725","https://openalex.org/W3090425814","https://openalex.org/W3094227425","https://openalex.org/W3132743969","https://openalex.org/W3153643636","https://openalex.org/W3173713405","https://openalex.org/W4200092926","https://openalex.org/W4205139417","https://openalex.org/W4210278126","https://openalex.org/W4226462449","https://openalex.org/W4296473128","https://openalex.org/W4311543568","https://openalex.org/W4327521640","https://openalex.org/W4386068068","https://openalex.org/W4386135970","https://openalex.org/W4386139438","https://openalex.org/W4388104352","https://openalex.org/W4389144589","https://openalex.org/W4389980859","https://openalex.org/W4391791406","https://openalex.org/W4399555967","https://openalex.org/W4401879161","https://openalex.org/W6633301734","https://openalex.org/W6637962894","https://openalex.org/W6671359572","https://openalex.org/W6676348322","https://openalex.org/W6678582013","https://openalex.org/W6762404521"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Introduction:":[0],"Motor":[1],"imagery":[2],"electroencephalographic":[3],"(MI-EEG)":[4],"signal":[5,94,201],"recognition":[6],"is":[7,36,55,123],"used":[8],"in":[9,82,92,166,199],"various":[10,130],"brain-computer":[11],"interface":[12],"(BCI)":[13],"systems.":[14],"In":[15],"most":[16],"existing":[17,97],"BCI":[18],"systems,":[19,140],"this":[20,50],"identification":[21],"relies":[22],"on":[23],"classification":[24,42],"algorithms.":[25],"However,":[26],"generally,":[27],"a":[28],"large":[29],"amount":[30],"of":[31,63,79,155,195],"subject-specific":[32],"labeled":[33],"training":[34,173],"data":[35,174],"required":[37],"to":[38,56,68,75,125,162],"reliably":[39],"calibrate":[40],"the":[41,61,72,77,83,153,159,167,193,196],"algorithm":[43],"for":[44,102],"each":[45],"new":[46],"subject.":[47],"To":[48,112],"address":[49],"challenge,":[51],"an":[52,117],"effective":[53],"strategy":[54],"integrate":[57],"transfer":[58,87,120,127,154],"learning":[59,88,121,128,164],"into":[60],"construction":[62],"intelligent":[64,104,132],"models,":[65,105,133],"allowing":[66],"knowledge":[67,157],"be":[69],"transferred":[70],"from":[71,158],"source":[73,160],"domain":[74,161,169,172],"enhance":[76],"performance":[78,165],"models":[80],"trained":[81],"target":[84,168,171],"domain.":[85],"Although":[86],"has":[89],"been":[90],"implemented":[91],"EEG":[93],"recognition,":[95],"many":[96],"methods":[98],"are":[99,175],"designed":[100],"specifically":[101],"certain":[103],"limiting":[106],"their":[107],"application":[108,114,180],"and":[109,115,141,145,181],"generalization.":[110],"Methods:":[111],"broaden":[113],"generalization,":[116],"extended-LSR-based":[118],"inductive":[119],"method":[122,149,198],"proposed":[124,148,197],"facilitate":[126],"across":[129],"classical":[131],"including":[134],"neural":[135],"networks,":[136],"Takagi-SugenoKang":[137],"(TSK)":[138],"fuzzy":[139],"kernel":[142],"methods.":[143],"Results":[144],"discussion:":[146],"The":[147,189],"not":[150],"only":[151],"promotes":[152],"valuable":[156],"improve":[163],"when":[170],"insufficient":[176],"but":[177],"also":[178],"enhances":[179],"generalization":[182],"by":[183],"incorporating":[184],"multiple":[185],"classic":[186],"base":[187],"models.":[188],"experimental":[190],"results":[191],"demonstrate":[192],"effectiveness":[194],"MI-EEG":[200],"recognition.":[202]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
