{"id":"https://openalex.org/W3172084892","doi":"https://doi.org/10.1109/ner49283.2021.9441260","title":"Technical Note: A Low-Cost Research Platform for Brain-Computer-Interface Applications in Mixed Reality","display_name":"Technical Note: A Low-Cost Research Platform for Brain-Computer-Interface Applications in Mixed Reality","publication_year":2021,"publication_date":"2021-05-04","ids":{"openalex":"https://openalex.org/W3172084892","doi":"https://doi.org/10.1109/ner49283.2021.9441260","mag":"3172084892"},"language":"en","primary_location":{"id":"doi:10.1109/ner49283.2021.9441260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner49283.2021.9441260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-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/A5060670102","display_name":"Griffin Milsap","orcid":"https://orcid.org/0000-0002-2848-1032"},"institutions":[{"id":"https://openalex.org/I2802946424","display_name":"Johns Hopkins University Applied Physics Laboratory","ror":"https://ror.org/029pp9z10","country_code":"US","type":"facility","lineage":["https://openalex.org/I145311948","https://openalex.org/I2802946424"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Griffin Milsap","raw_affiliation_strings":["Johns Hopkins University, Applied Physics Laboratory, Laurel, MD, USA"],"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Applied Physics Laboratory, Laurel, MD, USA","institution_ids":["https://openalex.org/I2802946424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055774640","display_name":"Preston Peranich","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Preston Peranich","raw_affiliation_strings":["Mississippi State University, Mississippi State, MS, USA"],"affiliations":[{"raw_affiliation_string":"Mississippi State University, Mississippi State, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060670102"],"corresponding_institution_ids":["https://openalex.org/I2802946424"],"apc_list":null,"apc_paid":null,"fwci":0.1165,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.40037532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"515","last_page":"518"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9861999750137329,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9850000143051147,"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":0.9422926902770996},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.8089383244514465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.76861971616745},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.65409916639328},{"id":"https://openalex.org/keywords/firmware","display_name":"Firmware","score":0.6504278182983398},{"id":"https://openalex.org/keywords/headphones","display_name":"Headphones","score":0.5821122527122498},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47747278213500977},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.46126964688301086},{"id":"https://openalex.org/keywords/headset","display_name":"Headset","score":0.442523330450058},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.41077959537506104},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.328704297542572},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11240020394325256},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09749701619148254}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9422926902770996},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.8089383244514465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.76861971616745},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.65409916639328},{"id":"https://openalex.org/C67212190","wikidata":"https://www.wikidata.org/wiki/Q104851","display_name":"Firmware","level":2,"score":0.6504278182983398},{"id":"https://openalex.org/C2781258422","wikidata":"https://www.wikidata.org/wiki/Q186819","display_name":"Headphones","level":2,"score":0.5821122527122498},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47747278213500977},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.46126964688301086},{"id":"https://openalex.org/C2780657452","wikidata":"https://www.wikidata.org/wiki/Q1193170","display_name":"Headset","level":2,"score":0.442523330450058},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.41077959537506104},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.328704297542572},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11240020394325256},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09749701619148254},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/ner49283.2021.9441260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner49283.2021.9441260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1961313157","https://openalex.org/W1969921488","https://openalex.org/W2052471278","https://openalex.org/W2079838091","https://openalex.org/W2098725211","https://openalex.org/W2106006415","https://openalex.org/W2135361006","https://openalex.org/W2151669316","https://openalex.org/W2528256255","https://openalex.org/W2576750107","https://openalex.org/W2797491370","https://openalex.org/W2894943710","https://openalex.org/W2898884875","https://openalex.org/W2980189596","https://openalex.org/W2980646633","https://openalex.org/W2990977928","https://openalex.org/W2997852382","https://openalex.org/W3016030930"],"related_works":["https://openalex.org/W2150920680","https://openalex.org/W3176650520","https://openalex.org/W2136956673","https://openalex.org/W2894943710","https://openalex.org/W2084529785","https://openalex.org/W2808042781","https://openalex.org/W2617383836","https://openalex.org/W1487330998","https://openalex.org/W3029233445","https://openalex.org/W51917458"],"abstract_inverted_index":{"Many":[0],"brain-computer-interface":[1],"(BCI)":[2],"approaches,":[3],"such":[4],"as":[5],"the":[6,28,79,84,100,104,123,141],"steady-state-visually-evoked-potential":[7],"(SSVEP)":[8],"and":[9,42,63,91,103,110],"BCI":[10,51],"speller":[11],"paradigms,":[12],"rely":[13],"on":[14],"evoking":[15],"neural":[16],"signals":[17],"using":[18,132],"presentation":[19,35,62],"of":[20,72,128],"audiovisual":[21],"stimuli.":[22],"These":[23],"exogenous":[24],"BCIs":[25,114],"typically":[26],"involve":[27],"user":[29],"staring":[30],"at":[31,67],"a":[32,47,73],"physical":[33],"stimulus":[34,61],"apparatus":[36],"resulting":[37],"in":[38,53,135],"prolonged":[39],"system":[40],"setup":[41],"degraded":[43],"portability.":[44],"We":[45],"present":[46],"research":[48],"platform":[49,70,107],"for":[50,78,83,122,143],"implementations":[52],"mixed":[54],"reality":[55],"(XR)":[56],"environments,":[57],"enabling":[58],"less-invasive":[59],"holographic":[60],"greatly":[64],"enhanced":[65],"portability":[66],"low-cost.":[68],"The":[69,106],"consists":[71],"3D-printable":[74],"electroencephalography":[75],"(EEG)":[76],"attachment":[77,121],"Microsoft":[80],"HoloLens,":[81],"firmware":[82],"OpenBCI":[85],"Cyton":[86],"EEG":[87,101,120,131],"amplifier":[88],"evaluation":[89],"kit,":[90],"Unity":[92],"software":[93],"supporting":[94],"direct":[95],"Bluetooth":[96],"low-energy":[97],"communication":[98],"between":[99],"device":[102],"HoloLens.":[105],"allows":[108],"researchers":[109],"hobbyists":[111],"to":[112,118],"prototype":[113],"with":[115],"an":[116,136],"easy":[117],"don/doff":[119],"HoloLens":[124],"that":[125],"is":[126],"capable":[127],"recording":[129],"high-quality":[130],"dry":[133],"electrodes":[134],"untethered":[137],"XR":[138],"environment":[139],"without":[140],"need":[142],"external":[144],"compute":[145],"resources.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}