{"id":"https://openalex.org/W7125896244","doi":"https://doi.org/10.1109/smc58881.2025.11343575","title":"Informing EEG-Based Error Decoding With Explainable AI","display_name":"Informing EEG-Based Error Decoding With Explainable AI","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125896244","doi":"https://doi.org/10.1109/smc58881.2025.11343575"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11343575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5095708028","display_name":"Ho Tung Jeremy Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Ho Tung Jeremy Chan","raw_affiliation_strings":["Graz University of Technology,Institute of Human-Centred Computing,Graz,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Institute of Human-Centred Computing,Graz,Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003296229","display_name":"Michael Wimmer","orcid":"https://orcid.org/0009-0000-0547-6954"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Wimmer","raw_affiliation_strings":["Graz University of Technology,Institute of Neural Engineering,Graz,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Institute of Neural Engineering,Graz,Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015263969","display_name":"Ilija \u0160imi\u0107","orcid":"https://orcid.org/0000-0002-0200-5580"},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]},{"id":"https://openalex.org/I4210128676","display_name":"Human Computer Interaction (Switzerland)","ror":"https://ror.org/036dv6j71","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210128676"]}],"countries":["AT","CH"],"is_corresponding":false,"raw_author_name":"Ilija \u0160imi\u0107","raw_affiliation_strings":["Know Center Research GmbH,Human-AI Interaction,Graz,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Know Center Research GmbH,Human-AI Interaction,Graz,Austria","institution_ids":["https://openalex.org/I4210088621","https://openalex.org/I4210128676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063912015","display_name":"G M\u00fcller-Putz","orcid":null},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gernot R. M\u00fcller-Putz","raw_affiliation_strings":["Graz University of Technology,Institute of Neural Engineering,Graz,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Institute of Neural Engineering,Graz,Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013561691","display_name":"Eduardo Veas","orcid":"https://orcid.org/0000-0002-0356-4034"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Eduardo Veas","raw_affiliation_strings":["Graz University of Technology,Institute of Human-Centred Computing,Graz,Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Institute of Human-Centred Computing,Graz,Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4550","last_page":"4557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9093000292778015,"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":0.9093000292778015,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.026000000536441803,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.010999999940395355,"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/decoding-methods","display_name":"Decoding methods","score":0.6064000129699707},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5511000156402588},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.536300003528595},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.49129998683929443},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4790000021457672},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.47279998660087585},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.44859999418258667},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.420199990272522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786300003528595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6211000084877014},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6064000129699707},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5511000156402588},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.536300003528595},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.49129998683929443},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4790000021457672},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.47279998660087585},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4629000127315521},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.44859999418258667},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.420199990272522},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3528999984264374},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.34940001368522644},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.32989999651908875},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C168451700","wikidata":"https://www.wikidata.org/wiki/Q1306528","display_name":"Neural engineering","level":2,"score":0.2542000114917755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11343575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11343575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7261416912078857}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1983395577","https://openalex.org/W2001428189","https://openalex.org/W2024140440","https://openalex.org/W2057509043","https://openalex.org/W2077653218","https://openalex.org/W2106006415","https://openalex.org/W2110065044","https://openalex.org/W2121682721","https://openalex.org/W2139182168","https://openalex.org/W2147583576","https://openalex.org/W2156539308","https://openalex.org/W2194775991","https://openalex.org/W2516809705","https://openalex.org/W2559463885","https://openalex.org/W2566961903","https://openalex.org/W2592757158","https://openalex.org/W2750855271","https://openalex.org/W2794345050","https://openalex.org/W2808223797","https://openalex.org/W2892035503","https://openalex.org/W2898794233","https://openalex.org/W2962858109","https://openalex.org/W2965806660","https://openalex.org/W2966010920","https://openalex.org/W2989855948","https://openalex.org/W3011806746","https://openalex.org/W3032943476","https://openalex.org/W3034528964","https://openalex.org/W3038285310","https://openalex.org/W3112653881","https://openalex.org/W3123510091","https://openalex.org/W3131457744","https://openalex.org/W4206358186","https://openalex.org/W4247748606","https://openalex.org/W4306316969","https://openalex.org/W4311755492","https://openalex.org/W4311790957","https://openalex.org/W4360979683","https://openalex.org/W4385647820","https://openalex.org/W4386223689","https://openalex.org/W4389296424","https://openalex.org/W4389537703","https://openalex.org/W4389889804","https://openalex.org/W4391093875","https://openalex.org/W4392194513","https://openalex.org/W4395011962","https://openalex.org/W4400099322","https://openalex.org/W4402210561","https://openalex.org/W4402475266","https://openalex.org/W4402843978","https://openalex.org/W4403257907","https://openalex.org/W4404580145","https://openalex.org/W4405127991","https://openalex.org/W4407265671"],"related_works":[],"abstract_inverted_index":{"Human":[0],"cognition":[1],"involves":[2],"intricate":[3],"neural":[4,90],"processes":[5,12,17],"for":[6,57,153],"error":[7,155,162],"perception":[8],"and":[9,23,78,89,120,136,157],"correction.":[10],"These":[11],"are":[13],"crucial":[14],"in":[15,44,106,172],"error-monitoring":[16],"such":[18],"as":[19,63],"feedback,":[20],"learning,":[21],"control,":[22],"decision-making.":[24],"We":[25,132],"present":[26],"a":[27,45,64,124,134,137],"complete":[28],"workflow":[29],"using":[30],"explainable":[31],"artificial":[32],"intelligence":[33],"(XAI)":[34],"to":[35,113,127,141,176],"guide":[36],"the":[37,69,115,161,168,177],"feature":[38],"extraction":[39,116],"of":[40,54,71,86,102,117,170,179],"electroencephalographic":[41],"(EEG)":[42],"signals":[43],"classification":[46,58],"task":[47],"with":[48,123,145],"error-related":[49],"brain":[50,87],"responses.":[51],"The":[52,100],"identification":[53],"relevant":[55,118,150],"channels":[56],"problems":[59],"has":[60],"practical":[61,180],"relevance,":[62],"dense":[65],"electrode":[66],"setup":[67],"reduces":[68],"usability":[70],"brain-computer":[72],"interfaces":[73],"(BCIs).":[74],"Specialists":[75],"can":[76,110],"inspect":[77],"select":[79],"seemingly":[80],"important":[81],"sensors":[82],"based":[83],"on":[84],"knowledge":[85],"regions":[88],"patterns.":[91],"However,":[92],"reduced":[93],"configurations":[94],"often":[95],"harm":[96],"accurate":[97],"model":[98,130],"performance.":[99],"contribution":[101],"this":[103],"work":[104],"lies":[105],"demonstrating":[107],"that":[108],"XAI":[109,139,171],"be":[111],"used":[112],"inform":[114],"temporal":[119],"spatial":[121],"information":[122],"strong":[125],"connection":[126],"machine":[128],"learning":[129],"sensitivity.":[131],"employed":[133],"local":[135],"global":[138],"method":[140],"i)":[142],"evaluate":[143],"consistency":[144],"expert":[146],"knowledge,":[147],"ii)":[148],"identify":[149],"time":[151],"points":[152],"asynchronous":[154],"decoding,":[156],"iii)":[158],"systematically":[159],"reduce":[160],"decoding":[163],"EEG":[164],"setup.":[165],"This":[166],"advances":[167],"integration":[169],"neuroscience,":[173],"thus":[174],"contributing":[175],"design":[178],"BCIs.":[181]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-01-29T00:00:00"}