{"id":"https://openalex.org/W4391623612","doi":"https://doi.org/10.1109/sisy60376.2023.10417923","title":"Classification of Visual Perception EEG Signals for a 2D Platformer Game","display_name":"Classification of Visual Perception EEG Signals for a 2D Platformer Game","publication_year":2023,"publication_date":"2023-09-21","ids":{"openalex":"https://openalex.org/W4391623612","doi":"https://doi.org/10.1109/sisy60376.2023.10417923"},"language":"en","primary_location":{"id":"doi:10.1109/sisy60376.2023.10417923","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sisy60376.2023.10417923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 21st Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","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/A5092207458","display_name":"Alesandro \u017du\u017ei\u0107","orcid":"https://orcid.org/0009-0002-4096-1159"},"institutions":[{"id":"https://openalex.org/I25607154","display_name":"Juraj Dobrila University of Pula","ror":"https://ror.org/006ks2460","country_code":"HR","type":"education","lineage":["https://openalex.org/I25607154"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Alesandro \u017du\u017ei\u0107","raw_affiliation_strings":["University Juraj Dobrila,Faculty of Informatics,Pula,Croatia","Faculty of Informatics, University Juraj Dobrila, Pula, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Juraj Dobrila,Faculty of Informatics,Pula,Croatia","institution_ids":["https://openalex.org/I25607154"]},{"raw_affiliation_string":"Faculty of Informatics, University Juraj Dobrila, Pula, Croatia","institution_ids":["https://openalex.org/I25607154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033174374","display_name":"Robert \u0160ajina","orcid":"https://orcid.org/0000-0002-4287-5898"},"institutions":[{"id":"https://openalex.org/I25607154","display_name":"Juraj Dobrila University of Pula","ror":"https://ror.org/006ks2460","country_code":"HR","type":"education","lineage":["https://openalex.org/I25607154"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Robert \u0160ajina","raw_affiliation_strings":["University Juraj Dobrila,Faculty of Informatics,Pula,Croatia","Faculty of Informatics, University Juraj Dobrila, Pula, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Juraj Dobrila,Faculty of Informatics,Pula,Croatia","institution_ids":["https://openalex.org/I25607154"]},{"raw_affiliation_string":"Faculty of Informatics, University Juraj Dobrila, Pula, Croatia","institution_ids":["https://openalex.org/I25607154"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065852136","display_name":"Nikola Tankovi\u0107","orcid":"https://orcid.org/0000-0003-3936-1244"},"institutions":[{"id":"https://openalex.org/I25607154","display_name":"Juraj Dobrila University of Pula","ror":"https://ror.org/006ks2460","country_code":"HR","type":"education","lineage":["https://openalex.org/I25607154"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Nikola Tankovi\u0107","raw_affiliation_strings":["University Juraj Dobrila,Faculty of Informatics,Pula,Croatia","Faculty of Informatics, University Juraj Dobrila, Pula, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Juraj Dobrila,Faculty of Informatics,Pula,Croatia","institution_ids":["https://openalex.org/I25607154"]},{"raw_affiliation_string":"Faculty of Informatics, University Juraj Dobrila, Pula, Croatia","institution_ids":["https://openalex.org/I25607154"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I25607154"],"apc_list":null,"apc_paid":null,"fwci":0.4109,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62525282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"abs/1810.02223","issue":null,"first_page":"271","last_page":"276"},"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":0.987500011920929,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9805999994277954,"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/headset","display_name":"Headset","score":0.937329888343811},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7807124853134155},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7238172292709351},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6330277323722839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5991812348365784},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5873780846595764},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5330307483673096},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.48185670375823975},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.445625901222229},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3902704417705536},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38192713260650635},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11700007319450378}],"concepts":[{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.937329888343811},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7807124853134155},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7238172292709351},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6330277323722839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5991812348365784},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5873780846595764},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5330307483673096},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.48185670375823975},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.445625901222229},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3902704417705536},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38192713260650635},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11700007319450378},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy60376.2023.10417923","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sisy60376.2023.10417923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 21st Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1993292006","https://openalex.org/W1994530392","https://openalex.org/W2061171222","https://openalex.org/W2128909182","https://openalex.org/W2150590430","https://openalex.org/W2238628508","https://openalex.org/W2400114388","https://openalex.org/W2473787495","https://openalex.org/W2559463885","https://openalex.org/W2559655401","https://openalex.org/W2610702455","https://openalex.org/W2741907166","https://openalex.org/W2792724009","https://openalex.org/W2808316254","https://openalex.org/W2888927777","https://openalex.org/W2895321691","https://openalex.org/W2920827296","https://openalex.org/W3028332890","https://openalex.org/W3035521319","https://openalex.org/W3102455230","https://openalex.org/W3154239159","https://openalex.org/W4286698123","https://openalex.org/W4293363567","https://openalex.org/W4293528129","https://openalex.org/W4308088208","https://openalex.org/W4312127345","https://openalex.org/W4382562063","https://openalex.org/W6676725880","https://openalex.org/W6754938590"],"related_works":["https://openalex.org/W2549567669","https://openalex.org/W2323345712","https://openalex.org/W104838418","https://openalex.org/W1532889363","https://openalex.org/W4292416459","https://openalex.org/W2394331374","https://openalex.org/W4225253169","https://openalex.org/W3005609050","https://openalex.org/W2216376285","https://openalex.org/W2611324559"],"abstract_inverted_index":{"This":[0],"research":[1,131],"focuses":[2],"on":[3,103,138,170,195],"classifying":[4],"visual":[5,104],"perception":[6],"brain":[7],"signals":[8,17],"using":[9],"an":[10],"OpenBCI":[11],"headset":[12,22],"to":[13,44,92],"capture":[14],"the":[15,19,32,46,74,86,94,98,130,133,149,153,166,173,181,184,191,202],"EEG":[16,67,114],"from":[18,197],"participants.":[20,163],"The":[21,40,145],"comprises":[23],"16":[24],"re-configurable":[25],"dry":[26],"channels,":[27],"which":[28],"poses":[29],"two":[30],"challenges:":[31],"amount":[33],"of":[34,48,76,135,183,213],"data":[35],"and":[36,119,142],"high":[37,157,178],"noise":[38],"levels.":[39],"primary":[41],"objective":[42],"is":[43],"classify":[45],"intent":[47],"player":[49,63,95],"movements":[50],"in":[51,201],"a":[52,57,65,78,107,123,210],"2D":[53],"platformer":[54],"game":[55,99],"with":[56,122,209],"convolutional":[58],"neural":[59],"network.":[60],"Since":[61],"every":[62],"has":[64],"distinct":[66],"footprint":[68],"for":[69,82,160],"similar":[70],"intents,":[71],"we":[72],"explore":[73],"process":[75],"training":[77,203],"global":[79],"model":[80,128,151,175,192],"suitable":[81],"many":[83],"players.":[84],"During":[85],"experimental":[87],"setup,":[88],"participants":[89,198],"were":[90,207],"instructed":[91],"navigate":[93],"character":[96],"within":[97],"by":[100],"solely":[101],"relying":[102],"perception,":[105],"simulating":[106],"realistic":[108],"gaming":[109],"environment.":[110],"By":[111],"leveraging":[112],"existing":[113],"models":[115,137,167,186],"such":[116],"as":[117],"EEGNet":[118],"ShallowConvNet,":[120],"along":[121],"newly":[124],"designed":[125],"1D":[126],"CNN":[127],"(Conv1D),":[129],"compares":[132],"accuracy":[134,158,182,212],"these":[136],"individual":[139,162],"participant":[140],"datasets":[141,196],"pooled":[143,171],"datasets.":[144],"results":[146,206],"reveal":[147],"that":[148],"Conv1D":[150,174],"outperforms":[152],"other":[154,185],"models,":[155],"achieving":[156],"(100%)":[159],"all":[161],"Moreover,":[164],"when":[165,190],"are":[168],"trained":[169],"data,":[172],"retains":[176],"its":[177],"accuracy,":[179],"while":[180],"significantly":[187],"decreases.":[188],"However,":[189],"was":[193],"tested":[194],"not":[199],"included":[200],"phase,":[204],"suboptimal":[205],"observed,":[208],"maximum":[211],"41%.":[214]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
