{"id":"https://openalex.org/W4313250719","doi":"https://doi.org/10.1142/s270507852230002x","title":"Neuro-Interfaces Review","display_name":"Neuro-Interfaces Review","publication_year":2022,"publication_date":"2022-12-27","ids":{"openalex":"https://openalex.org/W4313250719","doi":"https://doi.org/10.1142/s270507852230002x"},"language":"en","primary_location":{"id":"doi:10.1142/s270507852230002x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s270507852230002x","pdf_url":null,"source":{"id":"https://openalex.org/S4210226713","display_name":"Journal of Artificial Intelligence and Consciousness","issn_l":"2705-0785","issn":["2705-0785","2705-0793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Consciousness","raw_type":"journal-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/A5054358581","display_name":"Yuliya Mihaylova","orcid":null},"institutions":[{"id":"https://openalex.org/I21203515","display_name":"Kazan Federal University","ror":"https://ror.org/05256ym39","country_code":"RU","type":"education","lineage":["https://openalex.org/I21203515"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Yuliya Mihaylova","raw_affiliation_strings":["B-Rain Labs LLC, Kazan, Russia","Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia"],"affiliations":[{"raw_affiliation_string":"B-Rain Labs LLC, Kazan, Russia","institution_ids":[]},{"raw_affiliation_string":"Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia","institution_ids":["https://openalex.org/I21203515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002802562","display_name":"Anna Pozdeeva","orcid":null},"institutions":[{"id":"https://openalex.org/I21203515","display_name":"Kazan Federal University","ror":"https://ror.org/05256ym39","country_code":"RU","type":"education","lineage":["https://openalex.org/I21203515"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anna Pozdeeva","raw_affiliation_strings":["B-Rain Labs LLC, Kazan, Russia","Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia"],"affiliations":[{"raw_affiliation_string":"B-Rain Labs LLC, Kazan, Russia","institution_ids":[]},{"raw_affiliation_string":"Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia","institution_ids":["https://openalex.org/I21203515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028556018","display_name":"Alexey Leukhin","orcid":"https://orcid.org/0000-0001-5853-8768"},"institutions":[{"id":"https://openalex.org/I21203515","display_name":"Kazan Federal University","ror":"https://ror.org/05256ym39","country_code":"RU","type":"education","lineage":["https://openalex.org/I21203515"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Leukhin","raw_affiliation_strings":["B-Rain Labs LLC, Kazan, Russia","Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia"],"affiliations":[{"raw_affiliation_string":"B-Rain Labs LLC, Kazan, Russia","institution_ids":[]},{"raw_affiliation_string":"Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia","institution_ids":["https://openalex.org/I21203515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085664308","display_name":"Alexander Toschev","orcid":"https://orcid.org/0000-0003-4424-6822"},"institutions":[{"id":"https://openalex.org/I21203515","display_name":"Kazan Federal University","ror":"https://ror.org/05256ym39","country_code":"RU","type":"education","lineage":["https://openalex.org/I21203515"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Toschev","raw_affiliation_strings":["B-Rain Labs LLC, Kazan, Russia","Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia"],"affiliations":[{"raw_affiliation_string":"B-Rain Labs LLC, Kazan, Russia","institution_ids":[]},{"raw_affiliation_string":"Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia","institution_ids":["https://openalex.org/I21203515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030626873","display_name":"Max Talanov","orcid":"https://orcid.org/0000-0002-6727-0983"},"institutions":[{"id":"https://openalex.org/I21203515","display_name":"Kazan Federal University","ror":"https://ror.org/05256ym39","country_code":"RU","type":"education","lineage":["https://openalex.org/I21203515"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Max Talanov","raw_affiliation_strings":["B-Rain Labs LLC, Kazan, Russia","Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia"],"affiliations":[{"raw_affiliation_string":"B-Rain Labs LLC, Kazan, Russia","institution_ids":[]},{"raw_affiliation_string":"Kazan Federal University, Institute of Information Technology and Intelligent Systems, Kazan, Tatarstan, Russia","institution_ids":["https://openalex.org/I21203515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000432642","display_name":"Jordi Vallverd\u00fa","orcid":"https://orcid.org/0000-0001-9975-7780"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Vallverd\u00fa","raw_affiliation_strings":["ICREA Academia - UAB, Barcelona, Catalonia, Spain"],"affiliations":[{"raw_affiliation_string":"ICREA Academia - UAB, Barcelona, Catalonia, Spain","institution_ids":["https://openalex.org/I11932220"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087625287","display_name":"Alina Suleimanova","orcid":"https://orcid.org/0000-0002-1469-5419"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alina Suleimanova","raw_affiliation_strings":["B-Rain Labs LLC, Kazan, Russia"],"affiliations":[{"raw_affiliation_string":"B-Rain Labs LLC, Kazan, Russia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5054358581"],"corresponding_institution_ids":["https://openalex.org/I21203515"],"apc_list":null,"apc_paid":null,"fwci":0.2317,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51338151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"10","issue":"01","first_page":"15","last_page":"25"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9958000183105469,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.7405470609664917},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.7294877767562866},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7133875489234924},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6461426019668579},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5581948161125183},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.447252094745636},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.43606075644493103},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4257271885871887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33316880464553833},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.25964248180389404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1480896770954132},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13401061296463013}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7405470609664917},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.7294877767562866},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7133875489234924},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6461426019668579},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5581948161125183},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.447252094745636},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.43606075644493103},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4257271885871887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33316880464553833},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.25964248180389404},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1480896770954132},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13401061296463013},{"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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s270507852230002x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s270507852230002x","pdf_url":null,"source":{"id":"https://openalex.org/S4210226713","display_name":"Journal of Artificial Intelligence and Consciousness","issn_l":"2705-0785","issn":["2705-0785","2705-0793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Consciousness","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1520786107","https://openalex.org/W1716191660","https://openalex.org/W1988067967","https://openalex.org/W1988658915","https://openalex.org/W2004241505","https://openalex.org/W2011029963","https://openalex.org/W2016978115","https://openalex.org/W2027847565","https://openalex.org/W2035686270","https://openalex.org/W2037567991","https://openalex.org/W2046810810","https://openalex.org/W2048272660","https://openalex.org/W2050226331","https://openalex.org/W2082070408","https://openalex.org/W2086807063","https://openalex.org/W2099398894","https://openalex.org/W2113419089","https://openalex.org/W2117101773","https://openalex.org/W2118756387","https://openalex.org/W2122374128","https://openalex.org/W2128587040","https://openalex.org/W2139109112","https://openalex.org/W2162553208","https://openalex.org/W2163260940","https://openalex.org/W2233771402","https://openalex.org/W2394493819","https://openalex.org/W2550196991","https://openalex.org/W2555494543","https://openalex.org/W2590916945","https://openalex.org/W2740710178","https://openalex.org/W2741539201","https://openalex.org/W2767539478","https://openalex.org/W2783339817","https://openalex.org/W2790316274","https://openalex.org/W2887497480","https://openalex.org/W2892295414","https://openalex.org/W2947357661","https://openalex.org/W2981698146","https://openalex.org/W3008436020","https://openalex.org/W3011134208","https://openalex.org/W3013144904","https://openalex.org/W3083653362","https://openalex.org/W3156767460","https://openalex.org/W4233929133"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W1616854372","https://openalex.org/W1969223073","https://openalex.org/W3202408121"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,64],"provide":[4,31],"a":[5,15,32,48],"brief":[6],"description":[7],"of":[8,34,38,51,60,71,74,84],"currently":[9],"existing":[10],"neural":[11],"interfaces":[12],"such":[13],"as":[14],"brain\u2013machine":[16],"interface,":[17],"machine\u2013brain":[18],"interface":[19,75],"and":[20,58,69],"bidirectional":[21],"brain\u2013computer\u2013brain":[22],"interface.":[23],"Nevertheless,":[24],"our":[25],"aim":[26],"is":[27],"not":[28],"only":[29],"to":[30,46],"review":[33],"the":[35,39,56,67,80],"current":[36],"state":[37],"art":[40],"in":[41,55],"these":[42],"technologies":[43],"but":[44],"also":[45],"include":[47],"philosophical":[49],"analysis":[50],"their":[52],"fundamental":[53],"role":[54],"evolution":[57],"transformation":[59],"cognitive":[61],"sciences.":[62],"Also":[63],"will":[65,78],"show":[66],"advantages":[68],"disadvantages":[70],"different":[72],"degrees":[73],"invasiveness.":[76],"We":[77],"highlight":[79],"general":[81],"design":[82],"schema":[83],"them.":[85]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
