{"id":"https://openalex.org/W2979358250","doi":"https://doi.org/10.1109/embc.2019.8857789","title":"Effects of stimulus position on the classification of miniature asymmetric VEPs for brain-computer interfaces","display_name":"Effects of stimulus position on the classification of miniature asymmetric VEPs for brain-computer interfaces","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979358250","doi":"https://doi.org/10.1109/embc.2019.8857789","mag":"2979358250","pmid":"https://pubmed.ncbi.nlm.nih.gov/31947204"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5082279530","display_name":"Minpeng Xu","orcid":"https://orcid.org/0000-0001-6746-4828"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Minpeng Xu","raw_affiliation_strings":["Department of Biomedical Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102787513","display_name":"Xiaoyu Zhou","orcid":"https://orcid.org/0000-0001-9914-5952"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Zhou","raw_affiliation_strings":["Department of Biomedical Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101429310","display_name":"Xiaolin Xiao","orcid":"https://orcid.org/0000-0002-3516-561X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolin Xiao","raw_affiliation_strings":["Department of Biomedical Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100713695","display_name":"Yijun Wang","orcid":"https://orcid.org/0000-0002-8161-2150"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210091786","display_name":"State Key Laboratory on Integrated Optoelectronics","ror":"https://ror.org/00g102351","country_code":"CN","type":"facility","lineage":["https://openalex.org/I194450716","https://openalex.org/I19820366","https://openalex.org/I4210091786","https://openalex.org/I4210149211","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I4210149211","display_name":"Institute of Semiconductors","ror":"https://ror.org/048dd0611","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210149211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijun Wang","raw_affiliation_strings":["State Key Laboratory on Integrated Optoelectronics, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory on Integrated Optoelectronics, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210091786","https://openalex.org/I19820366","https://openalex.org/I4210149211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055443847","display_name":"Tzyy\u2010Ping Jung","orcid":"https://orcid.org/0000-0002-8377-2166"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tzyy-Ping Jung","raw_affiliation_strings":["Lab of Neural Engineering & Rehabilitation, Department of Biomedical Engineering, College of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Lab of Neural Engineering & Rehabilitation, Department of Biomedical Engineering, College of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011769657","display_name":"Dong Ming","orcid":"https://orcid.org/0000-0002-8192-2538"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Ming","raw_affiliation_strings":["Department of Biomedical Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082279530"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.1238,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.48710146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2019","issue":null,"first_page":"5956","last_page":"5959"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9916999936103821,"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":0.7361372709274292},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.714745283126831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6128121018409729},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5260888338088989},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.5229112505912781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49387770891189575},{"id":"https://openalex.org/keywords/visual-perception","display_name":"Visual perception","score":0.45150575041770935},{"id":"https://openalex.org/keywords/p200","display_name":"P200","score":0.45027536153793335},{"id":"https://openalex.org/keywords/visual-evoked-potentials","display_name":"Visual evoked potentials","score":0.43378424644470215},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40921273827552795},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39457955956459045},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.2633904814720154},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.24539676308631897},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.221745103597641},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.15837877988815308},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.14224562048912048}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7361372709274292},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.714745283126831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6128121018409729},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5260888338088989},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.5229112505912781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49387770891189575},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.45150575041770935},{"id":"https://openalex.org/C142933453","wikidata":"https://www.wikidata.org/wiki/Q7117840","display_name":"P200","level":4,"score":0.45027536153793335},{"id":"https://openalex.org/C3018323323","wikidata":"https://www.wikidata.org/wiki/Q618678","display_name":"Visual evoked potentials","level":2,"score":0.43378424644470215},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40921273827552795},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39457955956459045},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.2633904814720154},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24539676308631897},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.221745103597641},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.15837877988815308},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.14224562048912048}],"mesh":[{"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":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","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},{"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/embc.2019.8857789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31947204","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31947204","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W93691386","https://openalex.org/W1965463467","https://openalex.org/W2011937936","https://openalex.org/W2041998778","https://openalex.org/W2089442041","https://openalex.org/W2132876794","https://openalex.org/W2171856043","https://openalex.org/W2605492512","https://openalex.org/W2609771872","https://openalex.org/W2792687613","https://openalex.org/W2794480229"],"related_works":["https://openalex.org/W4393876617","https://openalex.org/W2784881001","https://openalex.org/W2037465924","https://openalex.org/W2113126929","https://openalex.org/W139484227","https://openalex.org/W2354295199","https://openalex.org/W3149578378","https://openalex.org/W2038872918","https://openalex.org/W2003032098","https://openalex.org/W2410927846"],"abstract_inverted_index":{"The":[0,161],"speed":[1],"of":[2,82,88,122,143,173,205],"visual":[3,16,39,43,53,58,91,97,150],"brain-computer":[4],"interfaces":[5],"(BCIs)":[6],"has":[7],"been":[8,65],"greatly":[9],"improved":[10],"in":[11,34,70,128],"recent":[12],"years.":[13],"However,":[14],"traditional":[15],"BCI":[17],"paradigm":[18],"requires":[19],"users":[20],"to":[21,50,60,67,77,118,138,178],"directly":[22],"gaze":[23],"at":[24],"the":[25,56,80,86,170,201,206],"intensive":[26],"flickering":[27],"items,":[28],"which":[29,63],"would":[30],"cause":[31],"severe":[32],"problems":[33],"practical":[35],"applications,":[36],"such":[37],"as":[38],"fatigue":[40],"and":[41,105,107,116,189,203],"excessive":[42],"resources":[44],"consumption.":[45],"A":[46],"promising":[47],"solution":[48],"is":[49,197],"use":[51],"small":[52],"stimuli":[54,98,151],"outside":[55],"central":[57],"area":[59],"encode":[61],"instructions,":[62],"had":[64],"demonstrated":[66],"be":[68],"effective":[69],"our":[71],"previous":[72],"study.":[73],"This":[74,195],"study":[75],"aims":[76],"further":[78],"investigate":[79],"effects":[81],"stimulus":[83],"position":[84],"on":[85],"classification":[87],"miniature":[89,123,144,159,174,207],"asymmetric":[90],"evoked":[92],"potentials":[93],"(aVEPs).":[94],"Small":[95],"peripheral":[96],"were":[99],"designed":[100],"with":[101,152],"different":[102,120],"eccentricities":[103],"(1\u00b0":[104],"2\u00b0)":[106],"directions":[108],"(0\u00b0,":[109],"45\u00b0,":[110],"90\u00b0,":[111],"135\u00b0,":[112],"180\u00b0,":[113],"-135\u00b0,":[114],"-90\u00b0,":[115],"-45\u00b0)":[117,185,191],"induce":[119,156],"kinds":[121],"aVEPs.":[124,145,160],"Five":[125],"subjects":[126],"participated":[127],"this":[129],"experiment.":[130],"Discriminative":[131],"canonical":[132],"pattern":[133],"matching":[134],"(DCPM)":[135],"was":[136,166],"used":[137],"classify":[139],"all":[140],"possible":[141],"pairs":[142,176],"Study":[146],"results":[147],"showed":[148],"that":[149],"less":[153],"eccentricity":[154],"could":[155],"more":[157],"distinct":[158],"highest":[162],"single-trial":[163],"accuracy":[164],"achieved":[165],"about":[167],"83%":[168],"for":[169,200],"binary":[171],"classifications":[172],"aVEPs":[175],"corresponding":[177],"(1\u00b0,":[179,182,184,187,190,193],"-135\u00b0)":[180,188],"Vs":[181,186,192],"0\u00b0),":[183],"180\u00b0).":[194],"finding":[196],"very":[198],"important":[199],"design":[202],"development":[204],"aVEPs-based":[208],"BCIs.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
