{"id":"https://openalex.org/W2809718346","doi":"https://doi.org/10.1134/s0362119718030088","title":"The Efficiency of the Brain-Computer Interfaces Based on Motor Imagery with Tactile and Visual Feedback","display_name":"The Efficiency of the Brain-Computer Interfaces Based on Motor Imagery with Tactile and Visual Feedback","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2809718346","doi":"https://doi.org/10.1134/s0362119718030088","mag":"2809718346"},"language":"en","primary_location":{"id":"doi:10.1134/s0362119718030088","doi":"https://doi.org/10.1134/s0362119718030088","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s0362119718030088","pdf_url":null,"source":{"id":"https://openalex.org/S173526038","display_name":"Human Physiology","issn_l":"0131-1646","issn":["0131-1646","0362-1197","1608-3164"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-1","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Physiology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5034084948","display_name":"M. V. Lukoyanov","orcid":"https://orcid.org/0000-0001-7650-3112","observed_orcids":["https://orcid.org/0000-0001-7650-3112"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"M. V. Lukoyanov","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]},{"raw_affiliation_string":"Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028195578","display_name":"Susanna Gordleeva","orcid":"https://orcid.org/0000-0002-7687-3065","observed_orcids":["https://orcid.org/0000-0002-7687-3065"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"S. Yu. Gordleeva","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002285448","display_name":"Alexey S. Pimashkin","orcid":"https://orcid.org/0000-0001-7024-8827","observed_orcids":["https://orcid.org/0000-0001-7024-8827"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. S. Pimashkin","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032369826","display_name":"Nikita Grigorev","orcid":"https://orcid.org/0000-0002-0666-0080","observed_orcids":["https://orcid.org/0000-0002-0666-0080"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"N. A. Grigor\u2019ev","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016450987","display_name":"Andrey Savosenkov","orcid":"https://orcid.org/0000-0002-5499-1511","observed_orcids":["https://orcid.org/0000-0002-5499-1511"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. V. Savosenkov","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065159938","display_name":"A. Motailo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Motailo","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056817341","display_name":"Victor Kazantsev","orcid":"https://orcid.org/0000-0002-2881-6648","observed_orcids":["https://orcid.org/0000-0002-2881-6648"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"V. B. Kazantsev","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033482922","display_name":"Alexander Kaplan","orcid":"https://orcid.org/0000-0002-3912-4639","observed_orcids":["https://orcid.org/0000-0002-3912-4639"]},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]},{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Ya. Kaplan","raw_affiliation_strings":["Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","Moscow State University, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lobachevskii Nizhny Novgorod State University, Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]},{"raw_affiliation_string":"Moscow State University, Moscow, Russia","institution_ids":["https://openalex.org/I19880235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028195578"],"corresponding_institution_ids":["https://openalex.org/I79563041"],"apc_list":null,"apc_paid":null,"fwci":1.9796,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.85229264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"44","issue":"3","first_page":"280","last_page":"288"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.0,"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/brain-computer-interface","display_name":"brain-computer interface","score":0.9549999833106995},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"motor imagery","score":1.0},{"id":"https://openalex.org/keywords/tactile-feedback","display_name":"tactile feedback","score":0.9909999966621399},{"id":"https://openalex.org/keywords/visual-feedback","display_name":"visual feedback","score":0.9290000200271606},{"id":"https://openalex.org/keywords/vibration-feedback","display_name":"vibration feedback","score":0.5730000138282776},{"id":"https://openalex.org/keywords/eeg-classification","display_name":"EEG classification","score":0.8579999804496765},{"id":"https://openalex.org/keywords/mental-state-recognition","display_name":"mental state recognition","score":0.6629999876022339}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9062557220458984},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7791802287101746},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5323405861854553},{"id":"https://openalex.org/C3020716817","wikidata":"https://www.wikidata.org/wiki/Q4132092","display_name":"Visual feedback","level":2,"score":0.527392566204071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4969196617603302},{"id":"https://openalex.org/C4051589","wikidata":"https://www.wikidata.org/wiki/Q860959","display_name":"Mental image","level":3,"score":0.4944131374359131},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.47601228952407837},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.4367888569831848},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42643216252326965},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.42545604705810547},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4120328724384308},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.407807320356369},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.23228871822357178},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2170262336730957},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10352838039398193},{"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:10.1134/s0362119718030088","doi":"https://doi.org/10.1134/s0362119718030088","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s0362119718030088","pdf_url":null,"source":{"id":"https://openalex.org/S173526038","display_name":"Human Physiology","issn_l":"0131-1646","issn":["0131-1646","0362-1197","1608-3164"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-1","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human Physiology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W575416229","https://openalex.org/W1558881891","https://openalex.org/W1567236297","https://openalex.org/W1841495259","https://openalex.org/W1975898493","https://openalex.org/W1980381399","https://openalex.org/W1983218966","https://openalex.org/W1986958427","https://openalex.org/W1988191005","https://openalex.org/W1990382927","https://openalex.org/W1999189233","https://openalex.org/W2019620642","https://openalex.org/W2043582758","https://openalex.org/W2051652848","https://openalex.org/W2052286638","https://openalex.org/W2061586683","https://openalex.org/W2062968483","https://openalex.org/W2063435710","https://openalex.org/W2080652684","https://openalex.org/W2082070408","https://openalex.org/W2085271388","https://openalex.org/W2106006415","https://openalex.org/W2109100179","https://openalex.org/W2119985414","https://openalex.org/W2120399535","https://openalex.org/W2132904845","https://openalex.org/W2136022845","https://openalex.org/W2165195109","https://openalex.org/W2168122572","https://openalex.org/W2345961361","https://openalex.org/W2499446374","https://openalex.org/W2513825464","https://openalex.org/W2527752591","https://openalex.org/W2585880058","https://openalex.org/W2593874552","https://openalex.org/W4320800818"],"related_works":["https://openalex.org/W2913767288","https://openalex.org/W6980719910","https://openalex.org/W2900481210","https://openalex.org/W4311262412","https://openalex.org/W4294120448","https://openalex.org/W2738061503","https://openalex.org/W7156184604","https://openalex.org/W2119305662","https://openalex.org/W2531763802","https://openalex.org/W1990024422"],"abstract_inverted_index":{"In":[0],"this":[1],"study":[2],"we":[3],"compared":[4],"tactile":[5,68,150,184,201,221],"and":[6,53,57,90,94,115,135,149,178,202],"visual":[7,40,148,176,203,236],"feedbacks":[8],"for":[9,127,131,167,174,182],"the":[10,25,28,32,35,48,51,54,59,62,77,81,85,95,103,106,118,123,128,133,147,153,159,169,175,183,189,192,200,220,227,233,241,244,248],"motor":[11,86,228],"imagery-based":[12,229],"brain\u2013computer":[13],"interface":[14],"(BCI)":[15],"in":[16,102,117,152,196,226],"five":[17],"healthy":[18],"subjects.":[19],"A":[20,70],"vertical":[21],"green":[22],"bar":[23],"from":[24],"center":[26],"of":[27,34,50,61,80,84,88,100,105,162,164,188,191,212,232,243,247],"fixing":[29],"cross":[30],"to":[31,75],"edge":[33],"screen":[36],"was":[37,73,136],"used":[38,66,74,225,235],"as":[39,67],"feedback.":[41,69,213],"Vibration":[42],"motors":[43],"that":[44,219],"were":[45,65],"placed":[46],"on":[47,58],"forearms":[49],"right":[52,89],"left":[55,91,112],"hands":[56],"back":[60],"subject\u2019s":[63],"neck":[64],"vibration":[71],"signal":[72],"confirm":[76],"correct":[78],"classification":[79,104],"EEG":[82],"patterns":[83],"imagery":[87,194],"hand":[92,110,113],"movements":[93],"rest":[96],"task.":[97],"The":[98,186],"accuracy":[99,161],"recognition":[101,163],"three":[107,129],"states":[108,166],"(right":[109],"movement,":[111,114],"rest)":[116],"BCI":[119,154,197,230],"without":[120],"feedback":[121,151,177,204,222],"exceeded":[122],"random":[124],"level":[125],"(33%":[126],"states)":[130],"all":[132,168],"subjects":[134,170],"rather":[137],"high":[138],"(67.8%":[139],"\u00b1":[140,143,172,180],"13.4%":[141],"(mean":[142],"standard":[144],"deviation)).":[145],"Including":[146],"did":[155],"not":[156],"significantly":[157],"change":[158],"mean":[160],"mental":[165],"(70.5%":[171],"14.8%":[173],"65.9%":[179],"12.4%":[181],"feedback).":[185],"analysis":[187],"dynamics":[190],"movement":[193],"skill":[195],"users":[198],"with":[199],"showed":[205],"no":[206],"significant":[207],"differences":[208],"between":[209],"these":[210],"types":[211],"Thus,":[214],"it":[215],"has":[216],"been":[217],"found":[218],"can":[223],"be":[224],"instead":[231],"commonly":[234],"feedback,":[237],"which":[238],"greatly":[239],"expands":[240],"possibilities":[242],"practical":[245],"application":[246],"BCI.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2018-07-10T00:00:00"}
