{"id":"https://openalex.org/W1617232655","doi":"https://doi.org/10.1109/ijcnn.2015.7280775","title":"Electrooculogram based sleep stage classification using deep belief network","display_name":"Electrooculogram based sleep stage classification using deep belief network","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1617232655","doi":"https://doi.org/10.1109/ijcnn.2015.7280775","mag":"1617232655"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","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/A5101788703","display_name":"Bin Xia","orcid":"https://orcid.org/0000-0001-8364-5549"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bin Xia","raw_affiliation_strings":["Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010065799","display_name":"Qianyun Li","orcid":"https://orcid.org/0000-0001-5089-2084"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianyun Li","raw_affiliation_strings":["Department of Electronic Engineering, Shanghai Maritime University, 201306, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Shanghai Maritime University, 201306, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043128749","display_name":"Jie Jia","orcid":"https://orcid.org/0000-0002-4516-4629"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Jia","raw_affiliation_strings":["Department of Rehabilitation Medicine, Hua Shan Hospital, Fudan University, 200040 Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation Medicine, Hua Shan Hospital, Fudan University, 200040 Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055333965","display_name":"Jingyi Wang","orcid":"https://orcid.org/0000-0002-7903-0952"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jingyi Wang","raw_affiliation_strings":["Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069834311","display_name":"Ujwal Chaudhary","orcid":"https://orcid.org/0000-0002-7887-1012"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ujwal Chaudhary","raw_affiliation_strings":["Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014372548","display_name":"Ander Ramos\u2010Murguialday","orcid":"https://orcid.org/0000-0002-1549-4029"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ander Ramos-Murguialday","raw_affiliation_strings":["Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051967056","display_name":"Niels Birbaumer","orcid":"https://orcid.org/0000-0002-6786-5127"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niels Birbaumer","raw_affiliation_strings":["Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Psychology and Behavioral Neurobiology, University of Tuebingen, 72076 Germany","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101788703"],"corresponding_institution_ids":["https://openalex.org/I8087733"],"apc_list":null,"apc_paid":null,"fwci":1.3184,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.78620941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9987999796867371,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.8592358827590942},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7483775615692139},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.7461041212081909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7420741319656372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6883751153945923},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.5711201429367065},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5681816339492798},{"id":"https://openalex.org/keywords/electrooculography","display_name":"Electrooculography","score":0.5446637272834778},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47147467732429504},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4714587330818176},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4673704504966736},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.39665573835372925},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.38630732893943787},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36533838510513306},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.34434613585472107},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3291994333267212},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19989776611328125},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11436334252357483}],"concepts":[{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.8592358827590942},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7483775615692139},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.7461041212081909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7420741319656372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6883751153945923},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.5711201429367065},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5681816339492798},{"id":"https://openalex.org/C2778681526","wikidata":"https://www.wikidata.org/wiki/Q420647","display_name":"Electrooculography","level":3,"score":0.5446637272834778},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47147467732429504},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4714587330818176},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4673704504966736},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.39665573835372925},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.38630732893943787},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36533838510513306},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.34434613585472107},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3291994333267212},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19989776611328125},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11436334252357483},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/2686","is_oa":false,"landing_page_url":"https://hdl.handle.net/11556/2686","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference output"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320311624","display_name":"American Academy of Sleep Medicine","ror":"https://ror.org/0090hd978"},{"id":"https://openalex.org/F4320326300","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W307054529","https://openalex.org/W1545241942","https://openalex.org/W1963938004","https://openalex.org/W1966406352","https://openalex.org/W1990010755","https://openalex.org/W2007095353","https://openalex.org/W2016307665","https://openalex.org/W2030093664","https://openalex.org/W2065250073","https://openalex.org/W2097690077","https://openalex.org/W2099765983","https://openalex.org/W2105594594","https://openalex.org/W2106319793","https://openalex.org/W2116064496","https://openalex.org/W2117130368","https://openalex.org/W2130325614","https://openalex.org/W2136922672","https://openalex.org/W2148616726","https://openalex.org/W2150590430","https://openalex.org/W2163325734","https://openalex.org/W2164082066","https://openalex.org/W2525537354","https://openalex.org/W6601785968"],"related_works":["https://openalex.org/W2777745372","https://openalex.org/W2339383267","https://openalex.org/W2084125138","https://openalex.org/W2841059565","https://openalex.org/W2294987193","https://openalex.org/W3196356839","https://openalex.org/W3026648951","https://openalex.org/W4224220486","https://openalex.org/W2079867952","https://openalex.org/W4247336441"],"abstract_inverted_index":{"Publisher":[0],"Copyright:":[1],"\u00a9":[2],"2015":[3],"IEEE.":[4]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
