{"id":"https://openalex.org/W2944827153","doi":"https://doi.org/10.1109/icaset.2019.8714373","title":"Deep Learning AI Application to an EEG driven BCI Smart Wheelchair","display_name":"Deep Learning AI Application to an EEG driven BCI Smart Wheelchair","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2944827153","doi":"https://doi.org/10.1109/icaset.2019.8714373","mag":"2944827153"},"language":"en","primary_location":{"id":"doi:10.1109/icaset.2019.8714373","doi":"https://doi.org/10.1109/icaset.2019.8714373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaset.2019.8714373","pdf_url":null,"source":{"id":"https://openalex.org/S4363605066","display_name":"Advances in Science and Engineering Technology International Conferences (ASET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Advances in Science and Engineering Technology International Conferences (ASET)","raw_type":"proceedings-article"},"volume":null,"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/A5032239716","display_name":"Walid A. Zgallai","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Walid Zgallai","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111642989","display_name":"John T. Brown","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Teye Brown","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001101526","display_name":"Afnan Ibrahim","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Afnan Ibrahim","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056690394","display_name":"Fatma Mahmood","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fatma Mahmood","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049536114","display_name":"Khulood Mohammad","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khulood Mohammad","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081172768","display_name":"Maitha Khalfan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maitha Khalfan","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Maryam Mohammed","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maryam Mohammed","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Maryam Salem","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maryam Salem","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085024777","display_name":"Noof Hamood","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noof Hamood","raw_affiliation_strings":["FETS, HCT Dubai, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FETS, HCT Dubai, Dubai, UAE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.3597,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.99297894,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"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":0.9994999766349792,"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":0.9994999766349792,"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":0.0003000000142492354,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/eeg-based-brain-computer-interface","display_name":"EEG-based brain-computer interface","score":0.906000018119812},{"id":"https://openalex.org/keywords/smart-wheelchair","display_name":"smart wheelchair","score":0.9850000143051147},{"id":"https://openalex.org/keywords/motion-recognition","display_name":"motion recognition","score":0.5740000009536743},{"id":"https://openalex.org/keywords/eeg-classification","display_name":"EEG classification","score":0.6639999747276306},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.578000009059906},{"id":"https://openalex.org/keywords/3d-printed-prototype","display_name":"3D-printed prototype","score":0.7319999933242798}],"concepts":[{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.9316315650939941},{"id":"https://openalex.org/C2781042323","wikidata":"https://www.wikidata.org/wiki/Q191931","display_name":"Wheelchair","level":2,"score":0.7606504559516907},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6744453310966492},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.65106201171875},{"id":"https://openalex.org/C2776215170","wikidata":"https://www.wikidata.org/wiki/Q5373820","display_name":"Emotive","level":2,"score":0.6228424906730652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5988445281982422},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4901922345161438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48337167501449585},{"id":"https://openalex.org/C163507328","wikidata":"https://www.wikidata.org/wiki/Q2469782","display_name":"Alpha wave","level":3,"score":0.42686280608177185},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41280847787857056},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3798251152038574},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.33167317509651184},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25337323546409607},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07354095578193665},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaset.2019.8714373","doi":"https://doi.org/10.1109/icaset.2019.8714373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaset.2019.8714373","pdf_url":null,"source":{"id":"https://openalex.org/S4363605066","display_name":"Advances in Science and Engineering Technology International Conferences (ASET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Advances in Science and Engineering Technology International Conferences (ASET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2001019798","https://openalex.org/W2008359193","https://openalex.org/W2022414710","https://openalex.org/W2095072211","https://openalex.org/W2112987103","https://openalex.org/W2113019943","https://openalex.org/W2130286991","https://openalex.org/W2142197234","https://openalex.org/W2151669316","https://openalex.org/W2154848553","https://openalex.org/W2157784216","https://openalex.org/W2162295492","https://openalex.org/W2184461290","https://openalex.org/W2217896605","https://openalex.org/W3021456778"],"related_works":["https://openalex.org/W7167854284","https://openalex.org/W7153459270","https://openalex.org/W4386179166","https://openalex.org/W7201881521","https://openalex.org/W4290997088","https://openalex.org/W4406451590","https://openalex.org/W4391585339","https://openalex.org/W4285139160","https://openalex.org/W3200069705","https://openalex.org/W4385196921"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"designing,":[3],"3-D":[4],"printing,":[5],"building":[6],"and":[7,23,56,72,93],"testing":[8],"of":[9,32,66,79],"a":[10,63],"prototype":[11],"smart":[12],"wheelchair":[13],"using":[14],"Emotive":[15],"EPOC":[16],"headset":[17],"that":[18],"will":[19],"help":[20],"the":[21,47,69,75,80,83,88],"blind":[22],"paralyzed":[24],"people":[25],"who":[26],"are":[27],"unable":[28],"to":[29,41,51,87],"control":[30],"parts":[31],"their":[33],"body.":[34],"It":[35],"uses":[36],"deep":[37],"learning":[38],"in":[39],"order":[40],"recognize":[42],"four":[43],"different":[44],"movements":[45],"from":[46,59,68,74,82],"recorded":[48],"EEG":[49,71],"signal,":[50],"move":[52],"left,":[53],"right,":[54],"forward,":[55],"stop.":[57],"Data":[58],"10":[60],"volunteers":[61],"shows":[62],"success":[64],"rate":[65],"70%":[67],"row":[70],"96%":[73],"spectrum":[76],"(Fourier":[77],"Transform)":[78],"data":[81],"frequency":[84],"bins":[85],"corresponding":[86],"delta,":[89],"theta,":[90],"alpha,":[91],"beta,":[92],"gamma":[94],"waves.":[95]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-05-29T00:00:00"}