{"id":"https://openalex.org/W2509805739","doi":"https://doi.org/10.1109/eit.2016.7535263","title":"A review of methods and applications of brain computer interface systems","display_name":"A review of methods and applications of brain computer interface systems","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2509805739","doi":"https://doi.org/10.1109/eit.2016.7535263","mag":"2509805739"},"language":"en","primary_location":{"id":"doi:10.1109/eit.2016.7535263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit.2016.7535263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Electro Information Technology (EIT)","raw_type":"proceedings-article"},"type":"review","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/A5062809540","display_name":"Nasim Alamdari","orcid":"https://orcid.org/0000-0002-0399-0674"},"institutions":[{"id":"https://openalex.org/I24571045","display_name":"University of North Dakota","ror":"https://ror.org/04a5szx83","country_code":"US","type":"education","lineage":["https://openalex.org/I24571045"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasim Alamdari","raw_affiliation_strings":["Department of Electrical Engineering, University of North Dakota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of North Dakota","institution_ids":["https://openalex.org/I24571045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034960834","display_name":"Ali Haider","orcid":"https://orcid.org/0000-0002-2110-1025"},"institutions":[{"id":"https://openalex.org/I24571045","display_name":"University of North Dakota","ror":"https://ror.org/04a5szx83","country_code":"US","type":"education","lineage":["https://openalex.org/I24571045"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Haider","raw_affiliation_strings":["Department of Electrical Engineering, University of North Dakota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of North Dakota","institution_ids":["https://openalex.org/I24571045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042779969","display_name":"Riadh Arefin","orcid":null},"institutions":[{"id":"https://openalex.org/I24571045","display_name":"University of North Dakota","ror":"https://ror.org/04a5szx83","country_code":"US","type":"education","lineage":["https://openalex.org/I24571045"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riadh Arefin","raw_affiliation_strings":["Department of Electrical Engineering, University of North Dakota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of North Dakota","institution_ids":["https://openalex.org/I24571045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083669395","display_name":"Ajay Verma","orcid":"https://orcid.org/0000-0001-8006-8475"},"institutions":[{"id":"https://openalex.org/I24571045","display_name":"University of North Dakota","ror":"https://ror.org/04a5szx83","country_code":"US","type":"education","lineage":["https://openalex.org/I24571045"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajay K. Verma","raw_affiliation_strings":["Department of Electrical Engineering, University of North Dakota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of North Dakota","institution_ids":["https://openalex.org/I24571045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043387812","display_name":"Kouhyar Tavakolian","orcid":"https://orcid.org/0000-0001-5785-358X"},"institutions":[{"id":"https://openalex.org/I24571045","display_name":"University of North Dakota","ror":"https://ror.org/04a5szx83","country_code":"US","type":"education","lineage":["https://openalex.org/I24571045"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kouhyar Tavakolian","raw_affiliation_strings":["Department of Electrical Engineering, University of North Dakota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of North Dakota","institution_ids":["https://openalex.org/I24571045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057604024","display_name":"Reza Fazel-Rezai","orcid":"https://orcid.org/0000-0003-2792-5399"},"institutions":[{"id":"https://openalex.org/I24571045","display_name":"University of North Dakota","ror":"https://ror.org/04a5szx83","country_code":"US","type":"education","lineage":["https://openalex.org/I24571045"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Fazel-Rezai","raw_affiliation_strings":["Department of Electrical Engineering, University of North Dakota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of North Dakota","institution_ids":["https://openalex.org/I24571045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1864,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.87137775,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"0345","last_page":"0350"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.9648997783660889},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7652846574783325},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6883718967437744},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5017056465148926},{"id":"https://openalex.org/keywords/brain-function","display_name":"Brain function","score":0.4447943866252899},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.29967090487480164},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.23968425393104553},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06427112221717834}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9648997783660889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7652846574783325},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6883718967437744},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5017056465148926},{"id":"https://openalex.org/C3018390542","wikidata":"https://www.wikidata.org/wiki/Q1073","display_name":"Brain function","level":2,"score":0.4447943866252899},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.29967090487480164},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.23968425393104553},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06427112221717834},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eit.2016.7535263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit.2016.7535263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Electro Information Technology (EIT)","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":45,"referenced_works":["https://openalex.org/W1483156930","https://openalex.org/W1519154393","https://openalex.org/W1547420418","https://openalex.org/W1975870194","https://openalex.org/W1980047894","https://openalex.org/W1989513763","https://openalex.org/W1989936650","https://openalex.org/W2008060633","https://openalex.org/W2044251627","https://openalex.org/W2047894695","https://openalex.org/W2060870645","https://openalex.org/W2064780604","https://openalex.org/W2100520255","https://openalex.org/W2102757742","https://openalex.org/W2103350276","https://openalex.org/W2103494817","https://openalex.org/W2105438329","https://openalex.org/W2106006415","https://openalex.org/W2107549039","https://openalex.org/W2108118428","https://openalex.org/W2110863214","https://openalex.org/W2111636711","https://openalex.org/W2111692383","https://openalex.org/W2117026098","https://openalex.org/W2117798368","https://openalex.org/W2122003336","https://openalex.org/W2123649031","https://openalex.org/W2124856079","https://openalex.org/W2125604843","https://openalex.org/W2128909182","https://openalex.org/W2131321253","https://openalex.org/W2137237725","https://openalex.org/W2140438064","https://openalex.org/W2145302786","https://openalex.org/W2154181878","https://openalex.org/W2154777661","https://openalex.org/W2160405996","https://openalex.org/W2165217282","https://openalex.org/W2168689324","https://openalex.org/W2186942796","https://openalex.org/W2404458443","https://openalex.org/W4232625148","https://openalex.org/W6661443423","https://openalex.org/W6686931721","https://openalex.org/W6964740480"],"related_works":["https://openalex.org/W1972756701","https://openalex.org/W2153528308","https://openalex.org/W1958541715","https://openalex.org/W2404819674","https://openalex.org/W3151617167","https://openalex.org/W23143650","https://openalex.org/W2999369321","https://openalex.org/W4309675756","https://openalex.org/W4366762601","https://openalex.org/W1161655326"],"abstract_inverted_index":{"Brain-computer":[0],"interface":[1],"(BCI)":[2],"systems":[3],"provide":[4],"a":[5],"device":[6],"for":[7],"communication":[8],"that":[9],"does":[10],"not":[11],"depend":[12],"on":[13],"the":[14,46],"brain's":[15],"normal":[16],"output":[17],"and":[18,36,60],"peripheral":[19],"nerves.":[20],"Recently,":[21],"BCIs":[22],"have":[23],"attracted":[24],"massive":[25],"attention,":[26],"triggered":[27],"by":[28,37],"new":[29],"scientific":[30],"progress":[31],"in":[32,45,55],"understanding":[33],"brain":[34],"function":[35],"impressive":[38],"applications.":[39],"This":[40],"paper":[41],"will":[42],"study":[43],"steps":[44],"regular":[47],"BCI":[48,51,64],"system,":[49],"various":[50],"systems,":[52],"methods":[53],"used":[54],"processing":[56],"signals,":[57],"applications,":[58],"improvements,":[59],"current":[61],"challenges.":[62],"Finally,":[63],"possible":[65],"future":[66],"trends":[67],"are":[68],"discussed.":[69]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}