{"id":"https://openalex.org/W4410205489","doi":"https://doi.org/10.1007/s11517-025-03362-6","title":"Predicting fixations and gaze location from EEG","display_name":"Predicting fixations and gaze location from EEG","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410205489","doi":"https://doi.org/10.1007/s11517-025-03362-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/40338479"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-025-03362-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-025-03362-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03362-6.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03362-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092846169","display_name":"Yoelvis Moreno-Alcayde","orcid":null},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Yoelvis Moreno-Alcayde","raw_affiliation_strings":["Institute of New Imaging Technologies, Universitat Jaume I, Av. Vicent Sos Baynat, s/n, 12071, Castell\u00f3n, Spain"],"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Universitat Jaume I, Av. Vicent Sos Baynat, s/n, 12071, Castell\u00f3n, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009717171","display_name":"V. Javier Traver","orcid":"https://orcid.org/0000-0002-1596-8466"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"V.\u00a0Javier Traver","raw_affiliation_strings":["Institute of New Imaging Technologies, Universitat Jaume I, Av. Vicent Sos Baynat, s/n, 12071, Castell\u00f3n, Spain. vtraver@uji.es"],"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, Universitat Jaume I, Av. Vicent Sos Baynat, s/n, 12071, Castell\u00f3n, Spain. vtraver@uji.es","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017930924","display_name":"Luis A. Leiva","orcid":"https://orcid.org/0000-0002-5011-1847"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Luis\u00a0A. Leiva","raw_affiliation_strings":["University of Luxembourg, 6, avenue de la Fonte, L-4364, Esch-sur-Alzette, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg, 6, avenue de la Fonte, L-4364, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092846169"],"corresponding_institution_ids":["https://openalex.org/I10902133"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":{"value":2890,"currency":"EUR","value_usd":3690},"fwci":1.3448,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7919266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"63","issue":"10","first_page":"2969","last_page":"2981"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9988999962806702,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9979000091552734,"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/gaze","display_name":"Gaze","score":0.7679672837257385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7468898892402649},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7083674669265747},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5997012853622437},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.483907550573349},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.47359445691108704},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42277923226356506},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3904111385345459},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3649086356163025},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.34921473264694214},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09823673963546753}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7679672837257385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7468898892402649},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7083674669265747},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5997012853622437},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.483907550573349},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.47359445691108704},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42277923226356506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3904111385345459},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3649086356163025},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.34921473264694214},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09823673963546753},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005403","descriptor_name":"Fixation, Ocular","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D005403","descriptor_name":"Fixation, Ocular","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D005403","descriptor_name":"Fixation, Ocular","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D005403","descriptor_name":"Fixation, Ocular","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s11517-025-03362-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-025-03362-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03362-6.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:40338479","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40338479","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":"Medical & biological engineering & computing","raw_type":null},{"id":"pmh:oai:europepmc.org:11246533","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12436550","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12436550/pdf/11517_2025_Article_3362.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12436550","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12436550/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Med Biol Eng Comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11517-025-03362-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-025-03362-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03362-6.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2045231469","display_name":null,"funder_award_id":"SYMBIOTIK","funder_id":"https://openalex.org/F4320338448","funder_display_name":"HORIZON EUROPE European Innovation Council"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3463879373","display_name":null,"funder_award_id":"NextGenerationEU/PRTR","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3681454997","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3703196287","display_name":null,"funder_award_id":"PCI2021-122036-2A","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4042783231","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4126322094","display_name":null,"funder_award_id":"01100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G439031883","display_name":null,"funder_award_id":"101071147","funder_id":"https://openalex.org/F4320338448","funder_display_name":"HORIZON EUROPE European Innovation Council"},{"id":"https://openalex.org/G5509659972","display_name":null,"funder_award_id":"CHIST-ERA","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G629127833","display_name":null,"funder_award_id":"CHIST-ERA-20-BCI-001","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G661330594","display_name":null,"funder_award_id":"00110","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6685425346","display_name":null,"funder_award_id":"0011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7561857167","display_name":null,"funder_award_id":"CHIST-ERA-20-BCI-001","funder_id":"https://openalex.org/F4320338463","funder_display_name":"CHIST-ERA"},{"id":"https://openalex.org/G8260616629","display_name":null,"funder_award_id":"011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8947675394","display_name":"Context-aware adaptive visualizations for critical decision making","funder_award_id":"101071147","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null},{"id":"https://openalex.org/F4320338448","display_name":"HORIZON EUROPE European Innovation Council","ror":null},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410205489.pdf","grobid_xml":"https://content.openalex.org/works/W4410205489.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1965463467","https://openalex.org/W1993008522","https://openalex.org/W1995063514","https://openalex.org/W2041304901","https://openalex.org/W2100678352","https://openalex.org/W2108598243","https://openalex.org/W2153208799","https://openalex.org/W2159376206","https://openalex.org/W2170618918","https://openalex.org/W2194775991","https://openalex.org/W2559463885","https://openalex.org/W2612690371","https://openalex.org/W2900684886","https://openalex.org/W2905110202","https://openalex.org/W2905387909","https://openalex.org/W2914407050","https://openalex.org/W3014210901","https://openalex.org/W3100061430","https://openalex.org/W3102455230","https://openalex.org/W3112695512","https://openalex.org/W3119608305","https://openalex.org/W3120080636","https://openalex.org/W3128307242","https://openalex.org/W3151922143","https://openalex.org/W3165028968","https://openalex.org/W4200240231","https://openalex.org/W4206535885","https://openalex.org/W4231083708","https://openalex.org/W4283221075","https://openalex.org/W4283730563","https://openalex.org/W4285175950","https://openalex.org/W4289521520","https://openalex.org/W4312235032","https://openalex.org/W4312848960","https://openalex.org/W4318182845","https://openalex.org/W4377997235","https://openalex.org/W4383648557","https://openalex.org/W4385550671","https://openalex.org/W4386116594","https://openalex.org/W4386817526","https://openalex.org/W4392022932","https://openalex.org/W4399268340","https://openalex.org/W4399268351","https://openalex.org/W4399268415","https://openalex.org/W4399268424","https://openalex.org/W4405079994","https://openalex.org/W6608181014"],"related_works":["https://openalex.org/W2480793735","https://openalex.org/W4384788979","https://openalex.org/W4406109044","https://openalex.org/W4406731786","https://openalex.org/W178060743","https://openalex.org/W2909390414","https://openalex.org/W2511178891","https://openalex.org/W2126676984","https://openalex.org/W2954509079","https://openalex.org/W2161294397"],"abstract_inverted_index":{"Brain":[0],"signals":[1],"carry":[2],"cognitive":[3],"information":[4],"that":[5,56],"can":[6,18,24],"be":[7,19,25,155],"relevant":[8],"in":[9,28,117,197],"downstream":[10],"tasks,":[11],"but":[12,150],"what":[13],"about":[14],"eye-gaze?":[15],"Although":[16],"this":[17,118],"estimated":[20],"with":[21,95,114,125,158,163],"eye-trackers,":[22],"it":[23,32,151],"very":[26],"convenient":[27],"practice":[29],"to":[30,154],"do":[31],"without":[33,186],"extra":[34],"equipment.":[35],"We":[36,54,104],"consider":[37],"the":[38,70,76,79,85,90,97,147,179],"challenging":[39],"tasks":[40],"of":[41,75,84,140,166],"fixation":[42],"prediction":[43],"and":[44,72,88,93,100,112,122,137,162,178],"gaze":[45],"estimation":[46],"from":[47,183],"electroencephalography":[48],"(EEG)":[49],"using":[50],"deep":[51],"learning":[52],"models.":[53],"argue":[55],"there":[57],"are":[58,102,171,181],"three":[59],"critical":[60],"design":[61,120],"criteria":[62],"when":[63],"designing":[64],"neural":[65],"architectures":[66],"for":[67,195],"EEG:":[68],"(1)":[69,99],"spatial":[71],"temporal":[73],"dimensions":[74],"data,":[77],"(2)":[78,101],"local":[80],"vs":[81],"global":[82],"nature":[83],"data":[86],"processing,":[87],"(3)":[89],"overall":[91],"structure":[92],"order":[94],"which":[96],"steps":[98],"orchestrated.":[103],"propose":[105],"two":[106,131],"model":[107,145],"architectures,":[108],"based":[109],"on":[110],"Transformers":[111],"LSTMs,":[113],"different":[115],"variants":[116],"large":[119],"space,":[121],"compare":[123],"them":[124],"recent":[126],"state-of-the-art":[127],"(SOTA)":[128],"approaches":[129],"under":[130],"constraints:":[132],"reduced":[133,138],"EEG":[134,141],"signal":[135,160],"length":[136],"set":[139],"channels.":[142,167],"Our":[143,190],"Transformer-based":[144],"outperforms":[146],"LSTM-only":[148],"model,":[149],"turns":[152],"out":[153],"more":[156],"sensitive":[157],"short":[159],"lengths":[161],"less":[164],"number":[165],"Interestingly,":[168],"our":[169],"results":[170],"similar":[172],"or":[173,188],"slightly":[174],"better":[175],"than":[176],"SOTA,":[177],"models":[180],"trained":[182],"scratch":[184],"(i.e.,":[185],"pre-training":[187],"fine-tuning).":[189],"findings":[191],"provide":[192],"useful":[193],"insights":[194],"advancing":[196],"eye-from-EEG":[198],"tasks.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}