{"id":"https://openalex.org/W3095244751","doi":"https://doi.org/10.3390/s20216321","title":"Application of Transfer Learning in EEG Decoding Based on Brain-Computer Interfaces: A Review","display_name":"Application of Transfer Learning in EEG Decoding Based on Brain-Computer Interfaces: A Review","publication_year":2020,"publication_date":"2020-11-05","ids":{"openalex":"https://openalex.org/W3095244751","doi":"https://doi.org/10.3390/s20216321","mag":"3095244751","pmid":"https://pubmed.ncbi.nlm.nih.gov/33167561"},"language":"en","primary_location":{"id":"doi:10.3390/s20216321","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216321","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6321/pdf?version=1604587834","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/21/6321/pdf?version=1604587834","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078112944","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0001-5607-2757"},"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":"Kai Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002974343","display_name":"Guanghua Xu","orcid":"https://orcid.org/0000-0002-7409-4068"},"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":true,"raw_author_name":"Guanghua Xu","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056450809","display_name":"Xiaowei Zheng","orcid":"https://orcid.org/0000-0002-8653-7129"},"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":"Xiaowei Zheng","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":"https://orcid.org/0000-0002-8653-7129","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091157504","display_name":"Huanzhong Li","orcid":null},"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":"Huanzhong Li","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101933468","display_name":"Sicong Zhang","orcid":"https://orcid.org/0000-0002-0279-8939"},"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":"Sicong Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015026708","display_name":"Yunhui Yu","orcid":null},"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":"Yunhui Yu","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031591721","display_name":"Renghao Liang","orcid":"https://orcid.org/0000-0002-1974-7521"},"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":"Renghao Liang","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002974343"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.3391,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.95343884,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"20","issue":"21","first_page":"6321","last_page":"6321"},"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":0.9973999857902527,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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":0.8714070320129395},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.8025027513504028},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7620737552642822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7182157039642334},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5471221804618835},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5343811511993408},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5331064462661743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.526931881904602},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5055079460144043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4247039258480072},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3611460328102112},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3392985463142395},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1962578296661377},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08330515027046204},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07592755556106567}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8714070320129395},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8025027513504028},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7620737552642822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7182157039642334},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5471221804618835},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5343811511993408},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5331064462661743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.526931881904602},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5055079460144043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4247039258480072},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3611460328102112},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3392985463142395},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1962578296661377},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08330515027046204},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07592755556106567},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002138","descriptor_name":"Calibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s20216321","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216321","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6321/pdf?version=1604587834","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:33167561","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33167561","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:044966a67a3448e88c28c485c4e168dc","is_oa":true,"landing_page_url":"https://doaj.org/article/044966a67a3448e88c28c485c4e168dc","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":"Sensors, Vol 20, Iss 21, p 6321 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/21/6321/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20216321","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 20; Issue 21; Pages: 6321","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7664219","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7664219","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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20216321","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216321","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6321/pdf?version=1604587834","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3095244751.pdf"},"referenced_works_count":129,"referenced_works":["https://openalex.org/W189742998","https://openalex.org/W1556131344","https://openalex.org/W1562554760","https://openalex.org/W1680792158","https://openalex.org/W1798694710","https://openalex.org/W1906984895","https://openalex.org/W1947251450","https://openalex.org/W1968417898","https://openalex.org/W1970070014","https://openalex.org/W1970242638","https://openalex.org/W1977723296","https://openalex.org/W1977882209","https://openalex.org/W1995579827","https://openalex.org/W1996167318","https://openalex.org/W2002055708","https://openalex.org/W2005791255","https://openalex.org/W2008205547","https://openalex.org/W2010243644","https://openalex.org/W2026292399","https://openalex.org/W2034368206","https://openalex.org/W2034927741","https://openalex.org/W2053961037","https://openalex.org/W2056545070","https://openalex.org/W2083090531","https://openalex.org/W2085816058","https://openalex.org/W2100664256","https://openalex.org/W2106006415","https://openalex.org/W2111072639","https://openalex.org/W2115403315","https://openalex.org/W2118818347","https://openalex.org/W2129023315","https://openalex.org/W2133565549","https://openalex.org/W2135400163","https://openalex.org/W2135902848","https://openalex.org/W2140413964","https://openalex.org/W2149629444","https://openalex.org/W2151297119","https://openalex.org/W2152119085","https://openalex.org/W2155758585","https://openalex.org/W2163310171","https://openalex.org/W2163756472","https://openalex.org/W2163939660","https://openalex.org/W2165698076","https://openalex.org/W2167716931","https://openalex.org/W2168572392","https://openalex.org/W2183603928","https://openalex.org/W2186437392","https://openalex.org/W2249637980","https://openalex.org/W2261636672","https://openalex.org/W2338546148","https://openalex.org/W2407597664","https://openalex.org/W2507528282","https://openalex.org/W2522233177","https://openalex.org/W2539434743","https://openalex.org/W2549390287","https://openalex.org/W2559042111","https://openalex.org/W2572094119","https://openalex.org/W2587022162","https://openalex.org/W2587571035","https://openalex.org/W2604825588","https://openalex.org/W2605382099","https://openalex.org/W2605492512","https://openalex.org/W2609338660","https://openalex.org/W2618530766","https://openalex.org/W2743838086","https://openalex.org/W2744312727","https://openalex.org/W2746829572","https://openalex.org/W2750267700","https://openalex.org/W2772045787","https://openalex.org/W2775934419","https://openalex.org/W2789344146","https://openalex.org/W2789950121","https://openalex.org/W2792278755","https://openalex.org/W2793708779","https://openalex.org/W2794345050","https://openalex.org/W2797723220","https://openalex.org/W2802723950","https://openalex.org/W2810097860","https://openalex.org/W2898733749","https://openalex.org/W2902034646","https://openalex.org/W2902297607","https://openalex.org/W2903332169","https://openalex.org/W2904296567","https://openalex.org/W2906104384","https://openalex.org/W2909329242","https://openalex.org/W2909587838","https://openalex.org/W2909707962","https://openalex.org/W2911337763","https://openalex.org/W2911969890","https://openalex.org/W2912610206","https://openalex.org/W2915893085","https://openalex.org/W2915977016","https://openalex.org/W2919115771","https://openalex.org/W2921618710","https://openalex.org/W2938819323","https://openalex.org/W2939103175","https://openalex.org/W2942061847","https://openalex.org/W2942601046","https://openalex.org/W2949122071","https://openalex.org/W2950016433","https://openalex.org/W2950213912","https://openalex.org/W2951108876","https://openalex.org/W2953321022","https://openalex.org/W2954204245","https://openalex.org/W2954607156","https://openalex.org/W2962984603","https://openalex.org/W2963752866","https://openalex.org/W2963822470","https://openalex.org/W2964019954","https://openalex.org/W2964252002","https://openalex.org/W2965956173","https://openalex.org/W2968176343","https://openalex.org/W2971610554","https://openalex.org/W2979308665","https://openalex.org/W2980161757","https://openalex.org/W2980255729","https://openalex.org/W2980306787","https://openalex.org/W2982708910","https://openalex.org/W2990721662","https://openalex.org/W2991647082","https://openalex.org/W2999520050","https://openalex.org/W3003074332","https://openalex.org/W3005195149","https://openalex.org/W3048643622","https://openalex.org/W3082515422","https://openalex.org/W3103655579","https://openalex.org/W3124617164","https://openalex.org/W6633711746","https://openalex.org/W6772395840"],"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/W2015048155","https://openalex.org/W3153926117"],"abstract_inverted_index":{"The":[0,167],"algorithms":[1],"of":[2,16,20,58,62,73,118,137,162,177,188],"electroencephalography":[3],"(EEG)":[4],"decoding":[5,75,178],"are":[6,36],"mainly":[7],"based":[8],"on":[9],"machine":[10,21],"learning":[11,22,82],"in":[12,48,55,65,88,203,216],"current":[13,197],"research.":[14],"One":[15],"the":[17,31,39,59,66,71,74,145,157,175,185,196,204,217],"main":[18],"assumptions":[19],"is":[23],"that":[24,147,170,206],"training":[25],"and":[26,35,130,143,159,182,200,211],"test":[27],"data":[28],"belong":[29],"to":[30,38,105,151],"same":[32,40,67],"feature":[33,60,127],"space":[34],"subject":[37],"probability":[41],"distribution.":[42],"However,":[43],"this":[44,95],"may":[45],"be":[46],"violated":[47],"EEG":[49,63,90,111,138,165,214],"processing.":[50],"Variations":[51],"across":[52,92,180],"sessions/subjects":[53],"result":[54],"a":[56],"deviation":[57],"distribution":[61],"signals":[64,91],"task,":[68],"which":[69,135],"reduces":[70],"accuracy":[72],"model":[76,131],"for":[77,110,164,213],"mental":[78],"tasks.":[79],"Recently,":[80],"transfer":[81],"(TL)":[83],"has":[84],"shown":[85],"great":[86],"potential":[87],"processing":[89],"sessions/subjects.":[93],"In":[94],"work,":[96],"we":[97,114,155],"reviewed":[98],"80":[99],"related":[100],"published":[101],"studies":[102],"from":[103],"2010":[104],"2020":[106],"about":[107],"TL":[108,119,163,171],"application":[109],"decoding.":[112,166],"Herein,":[113],"report":[115],"what":[116],"kind":[117],"methods":[120],"have":[121,140,148],"been":[122,141,149],"used":[123,150],"(e.g.,":[124],"instance":[125],"knowledge,":[126,129],"representation":[128],"parameter":[132],"knowledge),":[133],"describe":[134],"types":[136],"paradigms":[139],"analyzed,":[142],"summarize":[144],"datasets":[146],"evaluate":[152],"performance.":[153],"Moreover,":[154],"discuss":[156],"state-of-the-art":[158],"future":[160],"development":[161],"results":[168],"show":[169],"can":[172,183],"significantly":[173],"improve":[174],"performance":[176,201],"models":[179],"subjects/sessions":[181],"reduce":[184],"calibration":[186],"time":[187],"brain-computer":[189],"interface":[190],"(BCI)":[191],"systems.":[192],"This":[193],"review":[194],"summarizes":[195],"practical":[198],"suggestions":[199],"outcomes":[202],"hope":[205],"it":[207],"will":[208],"provide":[209],"guidance":[210],"help":[212],"research":[215],"future.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":9}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}