{"id":"https://openalex.org/W2963752866","doi":"https://doi.org/10.1109/tbme.2019.2929745","title":"Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses","display_name":"Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses","publication_year":2019,"publication_date":"2019-07-18","ids":{"openalex":"https://openalex.org/W2963752866","doi":"https://doi.org/10.1109/tbme.2019.2929745","mag":"2963752866","pmid":"https://pubmed.ncbi.nlm.nih.gov/31329104"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2019.2929745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2019.2929745","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007114409","display_name":"Masaki Nakanishi","orcid":"https://orcid.org/0000-0003-0415-072X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Masaki Nakanishi","raw_affiliation_strings":["Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego, La Jolla, USA"],"raw_orcid":"https://orcid.org/0000-0003-0415-072X","affiliations":[{"raw_affiliation_string":"Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034708041","display_name":"Yu-Te Wang","orcid":"https://orcid.org/0000-0001-5576-5236"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu-Te Wang","raw_affiliation_strings":["Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037797203","display_name":"Chun-Shu Wei","orcid":"https://orcid.org/0000-0002-5259-2015"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chun-Shu Wei","raw_affiliation_strings":["Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego"],"raw_orcid":"https://orcid.org/0000-0002-5259-2015","affiliations":[{"raw_affiliation_string":"Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068169880","display_name":"Kuan-Jung Chiang","orcid":"https://orcid.org/0000-0002-2163-071X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuan-Jung Chiang","raw_affiliation_strings":["Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055443847","display_name":"Tzyy\u2010Ping Jung","orcid":"https://orcid.org/0000-0002-8377-2166"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tzyy-Ping Jung","raw_affiliation_strings":["Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego"],"raw_orcid":"https://orcid.org/0000-0002-8377-2166","affiliations":[{"raw_affiliation_string":"Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8637,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.94020895,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"67","issue":"4","first_page":"1105","last_page":"1113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9962999820709229,"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":0.9962999820709229,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.00019999999494757503,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7485055923461914},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6449545621871948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.638691782951355},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35086241364479065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34396082162857056},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.24078437685966492},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16658228635787964},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1584237813949585},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12384983897209167}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7485055923461914},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6449545621871948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.638691782951355},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35086241364479065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34396082162857056},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.24078437685966492},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16658228635787964},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1584237813949585},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12384983897209167},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"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":"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":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","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":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","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":2,"locations":[{"id":"doi:10.1109/tbme.2019.2929745","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2019.2929745","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:31329104","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31329104","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1033425089","display_name":null,"funder_award_id":"1R21EY025056-01","funder_id":"https://openalex.org/F4320334876","funder_display_name":"Korea National Institute of Health"},{"id":"https://openalex.org/G1528148798","display_name":null,"funder_award_id":"W911NF-10-2-0022","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320308737","display_name":"Facebook","ror":"https://ror.org/01zbnvs85"},{"id":"https://openalex.org/F4320332603","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48"},{"id":"https://openalex.org/F4320334876","display_name":"Korea National Institute of Health","ror":"https://ror.org/00qdsfq65"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1844272693","https://openalex.org/W1964019392","https://openalex.org/W1998344981","https://openalex.org/W2003486042","https://openalex.org/W2010091913","https://openalex.org/W2010625877","https://openalex.org/W2011004955","https://openalex.org/W2018135213","https://openalex.org/W2019309916","https://openalex.org/W2034603835","https://openalex.org/W2048952602","https://openalex.org/W2051360945","https://openalex.org/W2056738334","https://openalex.org/W2077492315","https://openalex.org/W2079223014","https://openalex.org/W2081020044","https://openalex.org/W2098100592","https://openalex.org/W2098725211","https://openalex.org/W2105478324","https://openalex.org/W2106006415","https://openalex.org/W2107155990","https://openalex.org/W2132876794","https://openalex.org/W2139351654","https://openalex.org/W2142239365","https://openalex.org/W2143183535","https://openalex.org/W2163939660","https://openalex.org/W2168572392","https://openalex.org/W2314733761","https://openalex.org/W2338492816","https://openalex.org/W2481864228","https://openalex.org/W2522233177","https://openalex.org/W2553904372","https://openalex.org/W2605492512","https://openalex.org/W2609164493","https://openalex.org/W2632178625","https://openalex.org/W2806126245","https://openalex.org/W2894132398","https://openalex.org/W2902401213","https://openalex.org/W2945107487","https://openalex.org/W4294214781","https://openalex.org/W6663054249","https://openalex.org/W6762172779"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"OBJECTIVE:":[0],"This":[1,170],"paper":[2,97,171],"proposes":[3],"a":[4,15,48,86],"novel":[5],"device-to-device":[6],"transfer-learning":[7],"algorithm":[8,88],"for":[9],"reducing":[10],"the":[11,43,74,129,139,164,173,178],"calibration":[12],"cost":[13],"in":[14,181,208],"steady-state":[16],"visual":[17,111],"evoked":[18],"potential":[19],"(SSVEP)-based":[20],"brain-computer":[21],"interface":[22],"(BCI)":[23],"speller":[24],"by":[25,32,41,114,203],"leveraging":[26,204],"electroencephalographic":[27],"(EEG)":[28],"data":[29,82,206],"previously":[30],"acquired":[31],"different":[33,78,123,213],"EEG":[34,45,124,214],"systems.":[35],"METHODS:":[36],"The":[37,80,148,187],"transferring":[38],"is":[39],"done":[40],"projecting":[42],"scalp-channel":[44],"signals":[46],"onto":[47],"shared":[49,75],"latent":[50],"domain":[51],"across":[52],"devices.":[53,79],"Three":[54],"spatial":[55,155],"filtering":[56],"techniques,":[57],"including":[58],"channel":[59],"averaging,":[60],"canonical":[61],"correlation":[62],"analysis":[63,68],"(CCA),":[64],"and":[65,137,153,175,196,216],"task-related":[66],"component":[67],"(TRCA),":[69],"were":[70,83,126],"employed":[71],"to":[72,89,193],"extract":[73],"responses":[76],"from":[77],"transferred":[81],"integrated":[84],"into":[85],"template-matching-based":[87],"detect":[90],"SSVEPs.":[91],"To":[92],"evaluate":[93],"its":[94],"transferability,":[95],"this":[96],"conducted":[98],"two":[99,122],"sessions":[100,210],"of":[101,177,198],"simulated":[102],"online":[103],"BCI":[104,201],"experiments":[105],"with":[106,134,144,151,163,212],"ten":[107],"subjects":[108],"using":[109],"40":[110],"stimuli":[112],"modulated":[113],"joint":[115],"frequency-phase":[116],"coding":[117],"method.":[118,168],"In":[119],"each":[120],"session,":[121],"devices":[125],"used:":[127],"first,":[128],"Quick-30":[130],"system":[131,141],"(Cognionics,":[132],"Inc.)":[133,143],"dry":[135],"electrodes,":[136],"second,":[138],"ActiveTwo":[140],"(BioSemi,":[142],"wet":[145],"electrodes.":[146],"RESULTS:":[147],"proposed":[149,179,188],"method":[150,180,189],"CCA-":[152],"TRCA-based":[154],"filters":[156],"achieved":[157],"significantly":[158],"higher":[159],"classification":[160],"accuracy":[161],"compared":[162],"calibration-free":[165,183],"standard":[166],"CCA-based":[167],"CONCLUSION:":[169],"validated":[172],"feasibility":[174],"effectiveness":[176],"implementing":[182],"SSVEP-based":[184,200],"BCIs.":[185],"SIGNIFICANCE:":[186],"has":[190],"great":[191],"potentials":[192],"enhance":[194],"practicability":[195],"usability":[197],"real-world":[199],"applications":[202],"user-specific":[205],"recorded":[207],"previous":[209],"even":[211],"systems":[215],"montages.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":13}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
