{"id":"https://openalex.org/W2896178708","doi":"https://doi.org/10.1587/transcom.2018sep0016","title":"Mobile Brainwaves: On the Interchangeability of Simple Authentication Tasks with Low-Cost, Single-Electrode EEG Devices","display_name":"Mobile Brainwaves: On the Interchangeability of Simple Authentication Tasks with Low-Cost, Single-Electrode EEG Devices","publication_year":2018,"publication_date":"2018-10-14","ids":{"openalex":"https://openalex.org/W2896178708","doi":"https://doi.org/10.1587/transcom.2018sep0016","mag":"2896178708"},"language":"en","primary_location":{"id":"doi:10.1587/transcom.2018sep0016","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transcom.2018sep0016","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","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/A5038050888","display_name":"Eeva-Sofia Haukipuro","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Eeva-Sofia HAUKIPURO","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009260583","display_name":"Ville Kolehmainen","orcid":"https://orcid.org/0000-0002-5621-795X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ville KOLEHMAINEN","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018671763","display_name":"Janne Myll\u00e4rinen","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janne MYLL\u00c4RINEN","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024013206","display_name":"Sebastian REMANDER","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sebastian REMANDER","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031800106","display_name":"J. Salo","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janne SALO","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004946605","display_name":"Tuomas Takko","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tuomas TAKKO","raw_affiliation_strings":["Department of Computer Science, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046601342","display_name":"Le Ngu Nguyen","orcid":"https://orcid.org/0000-0001-7765-1483"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Le Ngu NGUYEN","raw_affiliation_strings":["Ambient Intelligence Group, Department of Communications and Networking, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ambient Intelligence Group, Department of Communications and Networking, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045150110","display_name":"Stephan Sigg","orcid":"https://orcid.org/0000-0001-6118-3355"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Stephan SIGG","raw_affiliation_strings":["Ambient Intelligence Group, Department of Communications and Networking, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ambient Intelligence Group, Department of Communications and Networking, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051152962","display_name":"Rainhard Dieter Findling","orcid":"https://orcid.org/0000-0002-6985-1298"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Rainhard Dieter FINDLING","raw_affiliation_strings":["Ambient Intelligence Group, Department of Communications and Networking, Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ambient Intelligence Group, Department of Communications and Networking, Aalto University","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":0.2477,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.5434528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"E102.B","issue":"4","first_page":"760","last_page":"767"},"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/T11800","display_name":"User Authentication and Security Systems","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11094","display_name":"Face Recognition and Perception","score":0.9919000267982483,"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":0.8955694437026978},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.8255897760391235},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5570995211601257},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5558326840400696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5115724205970764},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4686521887779236},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46686267852783203},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3999716341495514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35153886675834656},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34499409794807434},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16954267024993896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8955694437026978},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.8255897760391235},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5570995211601257},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5558326840400696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5115724205970764},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4686521887779236},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46686267852783203},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3999716341495514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35153886675834656},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34499409794807434},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16954267024993896},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transcom.2018sep0016","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transcom.2018sep0016","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W182695033","https://openalex.org/W1561903397","https://openalex.org/W1573511822","https://openalex.org/W1626992774","https://openalex.org/W1723494554","https://openalex.org/W1903340714","https://openalex.org/W1969793586","https://openalex.org/W1979339361","https://openalex.org/W2001895408","https://openalex.org/W2011584637","https://openalex.org/W2030112111","https://openalex.org/W2039031286","https://openalex.org/W2045591401","https://openalex.org/W2055356737","https://openalex.org/W2058676219","https://openalex.org/W2061272711","https://openalex.org/W2075647286","https://openalex.org/W2101234009","https://openalex.org/W2108525321","https://openalex.org/W2109606349","https://openalex.org/W2116871167","https://openalex.org/W2119622871","https://openalex.org/W2126100024","https://openalex.org/W2136365570","https://openalex.org/W2136461127","https://openalex.org/W2170778407","https://openalex.org/W2172045267","https://openalex.org/W2240792616","https://openalex.org/W2396039003","https://openalex.org/W2417993288","https://openalex.org/W2532511249","https://openalex.org/W2947970098","https://openalex.org/W4245923654"],"related_works":["https://openalex.org/W2076845124","https://openalex.org/W2183964146","https://openalex.org/W2379932303","https://openalex.org/W3147744369","https://openalex.org/W4241440711","https://openalex.org/W2062586268","https://openalex.org/W2019582947","https://openalex.org/W3212688212","https://openalex.org/W4300873085","https://openalex.org/W3104966193"],"abstract_inverted_index":{"Biometric":[0],"authentication,":[1,63],"namely":[2,41],"using":[3,151],"biometric":[4,38],"features":[5,66,106,142,152],"for":[6,62,80,113],"authentication":[7,39,136],"is":[8],"gaining":[9],"popularity":[10],"in":[11],"recent":[12],"years":[13],"as":[14,18,131,133,148,150],"further":[15,116],"modalities,":[16],"such":[17],"fingerprint,":[19],"iris,":[20],"face,":[21],"voice,":[22],"gait,":[23],"and":[24,47,72,74,100],"others":[25],"are":[26,129],"exploited.":[27],"We":[28,52,94,115],"explore":[29],"the":[30,56,68],"effectiveness":[31],"of":[32,55,90],"three":[33,96],"simple":[34],"Electroencephalography":[35],"(EEG)":[36],"related":[37],"tasks,":[40],"resting,":[42],"thinking":[43],"about":[44],"a":[45,49,76,144],"picture,":[46],"moving":[48],"single":[50],"finger.":[51],"present":[53],"details":[54],"data":[57],"processing":[58],"steps":[59],"we":[60,85],"exploit":[61],"including":[64],"extracting":[65],"from":[67,143],"frequency":[69],"power":[70],"spectrum":[71],"MFCC,":[73],"training":[75],"multilayer":[77],"perceptron":[78],"classifier":[79],"authentication.":[81,114],"For":[82],"evaluation":[83],"purposes,":[84],"record":[86],"an":[87],"EEG":[88],"dataset":[89],"27":[91],"test":[92],"subjects.":[93],"use":[95],"setups,":[97],"baseline,":[98],"task-agnostic,":[99],"task-specific,":[101],"to":[102],"investigate":[103],"whether":[104,118],"person-specific":[105],"can":[107,121,138],"be":[108,122],"detected":[109],"across":[110,153],"different":[111,119,154],"tasks":[112,120,128],"evaluate,":[117],"distinguished.":[123],"Our":[124],"results":[125],"suggest":[126],"that":[127,134],"distinguishable,":[130],"well":[132,149],"our":[135],"approach":[137],"work":[139],"both":[140],"exploiting":[141],"specific,":[145],"fixed,":[146],"task":[147],"tasks.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
