{"id":"https://openalex.org/W4405488722","doi":"https://doi.org/10.1109/embc53108.2024.10782523","title":"Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform","display_name":"Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405488722","doi":"https://doi.org/10.1109/embc53108.2024.10782523","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039013"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digitalcommons.uri.edu/ele_facpubs/1594","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025009068","display_name":"Anna Cetera","orcid":null},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anna Cetera","raw_affiliation_strings":["University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA"],"affiliations":[{"raw_affiliation_string":"University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103240036","display_name":"Ali Rabiee","orcid":"https://orcid.org/0000-0001-6800-6247"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Rabiee","raw_affiliation_strings":["University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA"],"affiliations":[{"raw_affiliation_string":"University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031882992","display_name":"Sima Ghafoori","orcid":"https://orcid.org/0000-0003-1866-5935"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sima Ghafoori","raw_affiliation_strings":["University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA"],"affiliations":[{"raw_affiliation_string":"University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034992815","display_name":"Yalda Shahriari","orcid":"https://orcid.org/0000-0003-1640-0749"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yalda Shahriari","raw_affiliation_strings":["University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA"],"affiliations":[{"raw_affiliation_string":"University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064238465","display_name":"Reza Abiri","orcid":"https://orcid.org/0000-0001-8975-8210"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Abiri","raw_affiliation_strings":["University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA"],"affiliations":[{"raw_affiliation_string":"University of Rhode Island,Dept. of Electrical, Computer and Biomedical Engineering,Kingston,RI,USA","institution_ids":["https://openalex.org/I17626003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025009068"],"corresponding_institution_ids":["https://openalex.org/I17626003"],"apc_list":null,"apc_paid":null,"fwci":0.3912,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6384389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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":0.9994000196456909,"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":0.98089998960495,"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":0.9308000206947327,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8757354021072388},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.8204450607299805},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.767463743686676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7027004361152649},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38990581035614014},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38684579730033875},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3315879702568054},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13198813796043396},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12105286121368408},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.09334039688110352}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8757354021072388},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.8204450607299805},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.767463743686676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7027004361152649},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38990581035614014},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38684579730033875},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3315879702568054},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13198813796043396},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12105286121368408},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.09334039688110352}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009044","descriptor_name":"Motor Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009044","descriptor_name":"Motor Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc53108.2024.10782523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039013","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039013","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:digitalcommons.uri.edu:ele_facpubs-2593","is_oa":true,"landing_page_url":"https://digitalcommons.uri.edu/ele_facpubs/1594","pdf_url":null,"source":{"id":"https://openalex.org/S2764761010","display_name":"Journal of Media Literacy Education","issn_l":"2167-8715","issn":["2167-8715"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316378","host_organization_name":"National Association for Media Literacy Education","host_organization_lineage":["https://openalex.org/P4310316378"],"host_organization_lineage_names":["National Association for Media Literacy Education"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical, Computer, and Biomedical Engineering Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:digitalcommons.uri.edu:ele_facpubs-2593","is_oa":true,"landing_page_url":"https://digitalcommons.uri.edu/ele_facpubs/1594","pdf_url":null,"source":{"id":"https://openalex.org/S2764761010","display_name":"Journal of Media Literacy Education","issn_l":"2167-8715","issn":["2167-8715"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316378","host_organization_name":"National Association for Media Literacy Education","host_organization_lineage":["https://openalex.org/P4310316378"],"host_organization_lineage_names":["National Association for Media Literacy Education"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical, Computer, and Biomedical Engineering Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1496923692","https://openalex.org/W1547702425","https://openalex.org/W2002981741","https://openalex.org/W2072625742","https://openalex.org/W2114029543","https://openalex.org/W2603380332","https://openalex.org/W2750855271","https://openalex.org/W2895659201","https://openalex.org/W3048842728","https://openalex.org/W3202807441"],"related_works":["https://openalex.org/W2163296013","https://openalex.org/W2743859443","https://openalex.org/W2326995835","https://openalex.org/W165915117","https://openalex.org/W2059402478","https://openalex.org/W2123347777","https://openalex.org/W4387804363","https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2019547100"],"abstract_inverted_index":{"There":[0],"have":[1],"been":[2],"different":[3,70],"reports":[4,26],"of":[5,33,79,128],"developing":[6],"Brain-Computer":[7],"Interface":[8],"(BCI)":[9],"platforms":[10],"to":[11,29,49],"investigate":[12],"the":[13,38,45,55,77,111,133,139],"noninvasive":[14],"electroencephalography":[15],"(EEG)":[16],"signals":[17],"associated":[18],"with":[19],"plan-to-grasp":[20,80],"tasks":[21,81],"in":[22,109,138],"humans.":[23],"However,":[24],"these":[25],"were":[27],"unable":[28],"clearly":[30],"show":[31,99],"evidence":[32],"emerging":[34],"neural":[35],"activity":[36],"from":[37,91],"planning":[39],"(observation)":[40],"phase":[41],"-":[42,48,52],"dominated":[43,53],"by":[44,54],"vision":[46],"cortices":[47],"grasp":[50],"execution":[51],"motor":[56],"cortices.":[57],"In":[58],"this":[59],"study,":[60],"we":[61,98],"developed":[62],"a":[63],"novel":[64],"vision-based-grasping":[65],"BCI":[66],"platform":[67,87],"that":[68,100],"distinguishes":[69],"grip":[71],"types":[72],"(power":[73,121],"and":[74,88,113,130,135],"precision)":[75,123],"through":[76],"phases":[78,137],"using":[82],"EEG":[83,103],"signals.":[84],"Using":[85],"our":[86],"extracting":[89],"features":[90],"Filter":[92],"Bank":[93],"Common":[94],"Spatial":[95],"Patterns":[96],"(FBCSP),":[97],"frequency-band":[101],"specific":[102],"contains":[104],"discriminative":[105],"spatial":[106],"patterns":[107],"present":[108],"both":[110],"observation":[112,134],"movement":[114,136],"phases.":[115],"Support":[116],"Vector":[117],"Machine":[118],"(SVM)":[119],"classification":[120],"vs":[122],"yielded":[124],"high":[125],"accuracy":[126],"percentages":[127],"74%":[129],"68%":[131],"for":[132],"alpha":[140],"band,":[141],"respectively.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
