{"id":"https://openalex.org/W4408110832","doi":"https://doi.org/10.1007/978-3-031-82487-6_12","title":"Exploring Deep Learning Models for\u00a0EEG Neural Decoding","display_name":"Exploring Deep Learning Models for\u00a0EEG Neural Decoding","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408110832","doi":"https://doi.org/10.1007/978-3-031-82487-6_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-82487-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82487-6_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2503.16567","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092362899","display_name":"Laurits Dixen","orcid":"https://orcid.org/0009-0001-4447-5222"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]},{"id":"https://openalex.org/I4210139045","display_name":"Minist\u00e8re de la Culture","ror":"https://ror.org/04e3vbx44","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210139045"]}],"countries":["DK","DZ"],"is_corresponding":true,"raw_author_name":"Laurits Dixen","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark","IT University of Copenhagen, Play, Culture, and AI, Creative AI Lab, DK"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"IT University of Copenhagen, Play, Culture, and AI, Creative AI Lab, DK","institution_ids":["https://openalex.org/I4210139045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058789991","display_name":"Stefan Heinrich","orcid":"https://orcid.org/0000-0001-9913-3206"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]},{"id":"https://openalex.org/I4210139045","display_name":"Minist\u00e8re de la Culture","ror":"https://ror.org/04e3vbx44","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210139045"]}],"countries":["DK","DZ"],"is_corresponding":false,"raw_author_name":"Stefan Heinrich","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark","IT University of Copenhagen, Play, Culture, and AI, Creative AI Lab, DK"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"IT University of Copenhagen, Play, Culture, and AI, Creative AI Lab, DK","institution_ids":["https://openalex.org/I4210139045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087367222","display_name":"Paolo Burelli","orcid":"https://orcid.org/0000-0003-2804-9028"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]},{"id":"https://openalex.org/I4210139045","display_name":"Minist\u00e8re de la Culture","ror":"https://ror.org/04e3vbx44","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210139045"]}],"countries":["DK","DZ"],"is_corresponding":false,"raw_author_name":"Paolo Burelli","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark","IT University of Copenhagen, Play, Culture, and AI, Creative AI Lab, DK"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"IT University of Copenhagen, Play, Culture, and AI, Creative AI Lab, DK","institution_ids":["https://openalex.org/I4210139045"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092362899"],"corresponding_institution_ids":["https://openalex.org/I4210139045","https://openalex.org/I83467386"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":18.4794,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.98583254,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9940999746322632,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8444013595581055},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7290338277816772},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6436440944671631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5711703300476074},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48718732595443726},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4773155152797699},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39677804708480835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3391858637332916},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10880810022354126},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10553577542304993},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08834648132324219}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8444013595581055},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7290338277816772},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6436440944671631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5711703300476074},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48718732595443726},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4773155152797699},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39677804708480835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3391858637332916},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10880810022354126},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10553577542304993},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08834648132324219}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-82487-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82487-6_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2503.16567","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.16567","pdf_url":"https://arxiv.org/pdf/2503.16567","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:publications/65008d59-2725-4f72-af0d-65781c75a91a","is_oa":false,"landing_page_url":"https://pure.itu.dk/portal/da/publications/65008d59-2725-4f72-af0d-65781c75a91a","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dixen, L, Heinrich, S & Burelli, P 2025, Exploring Deep Learning Models for EEG Neural Decoding. in International Symposium on Artificial Intelligence and Neuroscience. Springer, Lecture Notes in Computer Science, pp. 162-175. https://doi.org/10.1007/978-3-031-82487-6_12","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2503.16567","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.16567","pdf_url":"https://arxiv.org/pdf/2503.16567","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1995506038","https://openalex.org/W2002055708","https://openalex.org/W2040392196","https://openalex.org/W2115717666","https://openalex.org/W2559463885","https://openalex.org/W2741907166","https://openalex.org/W2766958857","https://openalex.org/W2790404832","https://openalex.org/W2804261635","https://openalex.org/W2804957865","https://openalex.org/W2902687238","https://openalex.org/W2980938713","https://openalex.org/W3094097183","https://openalex.org/W3102455230","https://openalex.org/W3104324110","https://openalex.org/W4205130599","https://openalex.org/W4230940333","https://openalex.org/W4297725621","https://openalex.org/W4309409002","https://openalex.org/W4312597583","https://openalex.org/W4313893052","https://openalex.org/W4315977525","https://openalex.org/W4319079931","https://openalex.org/W4319826315","https://openalex.org/W4323537626","https://openalex.org/W4361288799","https://openalex.org/W4385245566","https://openalex.org/W4387378260","https://openalex.org/W4388184254","https://openalex.org/W4392548066","https://openalex.org/W4392649940"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4375867731"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}