{"id":"https://openalex.org/W4399801554","doi":"https://doi.org/10.1109/ichms59971.2024.10555607","title":"Incorporating flash adjacency into the classifier for a language model-based P300 Speller","display_name":"Incorporating flash adjacency into the classifier for a language model-based P300 Speller","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4399801554","doi":"https://doi.org/10.1109/ichms59971.2024.10555607"},"language":"en","primary_location":{"id":"doi:10.1109/ichms59971.2024.10555607","doi":"https://doi.org/10.1109/ichms59971.2024.10555607","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ichms59971.2024.10555607","pdf_url":null,"source":{"id":"https://openalex.org/S4306498677","display_name":"IEEE International Conference on Human-Machine Systems (ICHMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt0gp368dw/qt0gp368dw.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114179273","display_name":"Tianze Ma","orcid":"https://orcid.org/0009-0009-3979-4681","observed_orcids":["https://orcid.org/0009-0009-3979-4681"]},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianze Ma","raw_affiliation_strings":["Penn State University,Department of Neuroscience,State college,USA","Department of Neuroscience, Penn State University, State college, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State University,Department of Neuroscience,State college,USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Department of Neuroscience, Penn State University, State college, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099269053","display_name":"Ben Falkenburg","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Falkenburg","raw_affiliation_strings":["University of California, Los Angeles,Department of Computer Sciences,Los Angeles,USA","Department of Computer Sciences, University of California, Los Angeles, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles,Department of Computer Sciences,Los Angeles,USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Computer Sciences, University of California, Los Angeles, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029456122","display_name":"William F Speier","orcid":"https://orcid.org/0000-0002-0890-8684","observed_orcids":["https://orcid.org/0000-0002-0890-8684"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Speier","raw_affiliation_strings":["University of California, Los Angeles,Department of Radiological Sciences,Los Angeles,USA","Department of Radiological Sciences, University of California, Los Angeles, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles,Department of Radiological Sciences,Los Angeles,USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiological Sciences, University of California, Los Angeles, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07256688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9984999895095825,"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":0.9984999895095825,"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":0.0012000000569969416,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/p300-speller","display_name":"P300 speller","score":0.9990000128746033},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.9259999990463257},{"id":"https://openalex.org/keywords/eeg-classification","display_name":"EEG classification","score":0.6209999918937683},{"id":"https://openalex.org/keywords/false-positive-reduction","display_name":"false positive reduction","score":0.6340000033378601},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":0.8240000009536743},{"id":"https://openalex.org/keywords/information-transfer-rate","display_name":"information transfer rate","score":0.6800000071525574},{"id":"https://openalex.org/keywords/amyotrophic-lateral-sclerosis","display_name":"amyotrophic lateral sclerosis","score":0.9390000104904175},{"id":"https://openalex.org/keywords/classifier-bias","display_name":"classifier bias","score":0.5339999794960022}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7771344184875488},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.7278105020523071},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5163403749465942},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.510884702205658},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46910911798477173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45969074964523315},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45300379395484924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10081824660301208}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ichms59971.2024.10555607","doi":"https://doi.org/10.1109/ichms59971.2024.10555607","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ichms59971.2024.10555607","pdf_url":null,"source":{"id":"https://openalex.org/S4306498677","display_name":"IEEE International Conference on Human-Machine Systems (ICHMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)","raw_type":"proceedings-article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt0gp368dw","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/0gp368dw","pdf_url":"https://escholarship.org/content/qt0gp368dw/qt0gp368dw.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"etd"}],"best_oa_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt0gp368dw","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/0gp368dw","pdf_url":"https://escholarship.org/content/qt0gp368dw/qt0gp368dw.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"etd"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/4","score":0.4399999976158142,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399801554.pdf","grobid_xml":"https://content.openalex.org/works/W4399801554.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2027101175","https://openalex.org/W2039893951","https://openalex.org/W2064083411","https://openalex.org/W2098100592","https://openalex.org/W2099323129","https://openalex.org/W2158655338","https://openalex.org/W2160722169","https://openalex.org/W2253966850","https://openalex.org/W4213251304"],"related_works":["https://openalex.org/W2607431056","https://openalex.org/W2076219246","https://openalex.org/W4223639513","https://openalex.org/W1990850721","https://openalex.org/W2908380351","https://openalex.org/W2182948714","https://openalex.org/W4376120051","https://openalex.org/W1971102820","https://openalex.org/W2966012372","https://openalex.org/W6948373377"],"abstract_inverted_index":{"The":[0,37,193],"P300":[1,30,39,184,233],"speller":[2,40],"is":[3,67,106,146],"a":[4,59,150,163,200,220,295],"common":[5],"brain-computer":[6],"interface":[7],"(BCI)":[8],"application":[9],"designed":[10],"to":[11,75,86,93,109,140,152,167,215,227],"allow":[12],"patients":[13],"with":[14,189],"neuromuscular":[15],"disorders":[16],"such":[17],"as":[18],"amyotrophic":[19],"lateral":[20],"sclerosis":[21],"(ALS)":[22],"produce":[23],"text":[24],"output":[25],"through":[26],"the":[27,43,64,76,99,115,132,142,153,169,182,231,236,239,277,290],"detection":[28,44,156],"of":[29,45,53,61,101,173,202,241,260,267],"signals":[31,46,83],"in":[32,58,131,180,187,209,230,238,255],"their":[33],"electroencephalogram":[34],"(EEG)":[35],"signals.":[36],"standard":[38,183,216,232,278],"relies":[41],"on":[42,158,199],"evoked":[47],"by":[48,97,134,148],"visual":[49,65],"stimuli,":[50,72,113],"usually":[51],"consisting":[52],"rows":[54],"and":[55,84,171,186,211,274,279],"columns":[56],"highlighted":[57],"grid":[60],"characters.":[62],"Since":[63],"field":[66],"substantially":[68],"larger":[69],"than":[70],"these":[71,127],"adjacent":[73,102,112,138,159,286],"flashes":[74,139,160],"attended":[77],"characters":[78],"may":[79],"cause":[80],"false":[81,129],"positive":[82],"lead":[85],"erroneous":[87],"output.":[88],"Previous":[89],"studies":[90],"have":[91],"tried":[92],"address":[94],"this":[95,121],"issue":[96],"limiting":[98],"number":[100,259],"stimuli.":[103],"However,":[104],"it":[105],"not":[107,244],"possible":[108],"completely":[110],"avoid":[111],"so":[114],"problem":[116],"cannot":[117],"be":[118],"eliminated.":[119],"In":[120],"study,":[122],"we":[123],"instead":[124],"account":[125],"for":[126,276,299],"adjacency":[128,178,224],"positives":[130],"classifier":[133,179,291],"utilizing":[135],"information":[136,288],"from":[137],"optimize":[141],"system.":[143],"This":[144],"optimization":[145],"accomplished":[147],"adding":[149],"bias":[151],"target":[154],"character":[155],"based":[157],"which":[161,206],"creates":[162],"new":[164,194],"probability":[165],"model":[166,225],"improve":[168],"accuracy":[170,212],"speed":[172,210],"classification.":[174],"We":[175],"tested":[176],"our":[177,223],"both":[181,256],"paradigm":[185],"conjunction":[188],"natural":[190],"language":[191],"processing.":[192],"algorithm":[195],"was":[196,243],"evaluated":[197],"offline":[198],"dataset":[201],"69":[203],"healthy":[204],"subjects,":[205],"showed":[207],"increases":[208],"when":[213],"compared":[214],"classification":[217],"methods.":[218],"On":[219,246],"population":[221],"level,":[222,249],"led":[226],"increased":[228],"performance":[229],"paradigm,":[234],"but":[235],"improvement":[237],"presence":[240],"NLP":[242,280],"significant.":[245],"an":[247,264],"individual":[248],"some":[250,300],"subjects":[251,261],"had":[252],"substantial":[253],"improvements":[254],"settings":[257],"(the":[258],"who":[262],"saw":[263],"ITR":[265],"increase":[266],"at":[268],"least":[269],"5":[270],"bits/minute":[271],"were":[272],"57.4%":[273],"21.7%":[275],"paradigms,":[281],"respectively),":[282],"suggesting":[283],"that":[284],"incorporating":[285],"flesh":[287],"into":[289],"can":[292],"potentially":[293],"provide":[294],"better":[296],"communication":[297],"system":[298],"users.":[301]},"counts_by_year":[],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2024-06-20T00:00:00"}
