{"id":"https://openalex.org/W4200197618","doi":"https://doi.org/10.1109/embc46164.2021.9629639","title":"Continuously Decoding Grasping Movements using Stereotactic Depth Electrodes","display_name":"Continuously Decoding Grasping Movements using Stereotactic Depth Electrodes","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200197618","doi":"https://doi.org/10.1109/embc46164.2021.9629639","pmid":"https://pubmed.ncbi.nlm.nih.gov/34892508"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9629639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9629639","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cris.maastrichtuniversity.nl/en/publications/addb4036-0dfb-40d1-b4b6-cdfc6bad27da","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Maarten C. Ottenhoff","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maarten C. Ottenhoff","raw_affiliation_strings":["School of Mental Health and Neuroscience, Maastricht University, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mental Health and Neuroscience, Maastricht University, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sophocles Goulis","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sophocles Goulis","raw_affiliation_strings":["School of Mental Health and Neuroscience, Maastricht University, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mental Health and Neuroscience, Maastricht University, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Louis Wagner","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Louis Wagner","raw_affiliation_strings":["Academic Center for Epileptology, Kempenhaeghe, Heeze, The Netherlands","Maastricht UMC+, Maastricht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Center for Epileptology, Kempenhaeghe, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]},{"raw_affiliation_string":"Maastricht UMC+, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Simon Tousseyn","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Simon Tousseyn","raw_affiliation_strings":["Academic Center for Epileptology, Kempenhaeghe, Heeze, The Netherlands","Maastricht UMC+, Maastricht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Center for Epileptology, Kempenhaeghe, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]},{"raw_affiliation_string":"Maastricht UMC+, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Albert Colon","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]},{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Albert Colon","raw_affiliation_strings":["Academic Center for Epileptology, Kempenhaeghe, Heeze, The Netherlands","Maastricht UMC+, Maastricht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Center for Epileptology, Kempenhaeghe, Heeze, The Netherlands","institution_ids":["https://openalex.org/I4210132398"]},{"raw_affiliation_string":"Maastricht UMC+, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pieter Kubben","orcid":null},"institutions":[{"id":"https://openalex.org/I2800191616","display_name":"Maastricht University Medical Centre","ror":"https://ror.org/02d9ce178","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2800191616"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pieter Kubben","raw_affiliation_strings":["Maastricht UMC+, Maastricht, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maastricht UMC+, Maastricht, the Netherlands","institution_ids":["https://openalex.org/I2800191616"]}]},{"author_position":"last","author":{"id":null,"display_name":"Christian Herff","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Christian Herff","raw_affiliation_strings":["School of Mental Health and Neuroscience, Maastricht University, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mental Health and Neuroscience, Maastricht University, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.756,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62363636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"6098","last_page":"6101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9132999777793884,"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":0.9132999777793884,"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/T10919","display_name":"Neurological disorders and treatments","score":0.05000000074505806,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.010900000110268593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7840999960899353},{"id":"https://openalex.org/keywords/stereoelectroencephalography","display_name":"Stereoelectroencephalography","score":0.5655999779701233},{"id":"https://openalex.org/keywords/neuroprosthetics","display_name":"Neuroprosthetics","score":0.5462999939918518},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5390999913215637},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.5023000240325928},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4560000002384186},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4221999943256378},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.38850000500679016},{"id":"https://openalex.org/keywords/movement-disorders","display_name":"Movement disorders","score":0.31679999828338623}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7840999960899353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6305000185966492},{"id":"https://openalex.org/C98254291","wikidata":"https://www.wikidata.org/wiki/Q7611238","display_name":"Stereoelectroencephalography","level":4,"score":0.5655999779701233},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5601999759674072},{"id":"https://openalex.org/C197525751","wikidata":"https://www.wikidata.org/wiki/Q1431093","display_name":"Neuroprosthetics","level":2,"score":0.5462999939918518},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5390999913215637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5336999893188477},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.5023000240325928},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4560000002384186},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4221999943256378},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.38850000500679016},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33649998903274536},{"id":"https://openalex.org/C2778261627","wikidata":"https://www.wikidata.org/wiki/Q2608695","display_name":"Movement disorders","level":3,"score":0.31679999828338623},{"id":"https://openalex.org/C2780117969","wikidata":"https://www.wikidata.org/wiki/Q3587624","display_name":"Electrocorticography","level":3,"score":0.31540000438690186},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.3012999892234802},{"id":"https://openalex.org/C2779337067","wikidata":"https://www.wikidata.org/wiki/Q4800961","display_name":"Articulation (sociology)","level":3,"score":0.289000004529953},{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.2883000075817108},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.2842999994754791},{"id":"https://openalex.org/C2778681526","wikidata":"https://www.wikidata.org/wiki/Q420647","display_name":"Electrooculography","level":3,"score":0.2833999991416931},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C2777319143","wikidata":"https://www.wikidata.org/wiki/Q2270424","display_name":"Subthalamic nucleus","level":5,"score":0.2831999957561493},{"id":"https://openalex.org/C137813230","wikidata":"https://www.wikidata.org/wiki/Q2996165","display_name":"Motor control","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.2736000120639801},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C2908765479","wikidata":"https://www.wikidata.org/wiki/Q1431093","display_name":"Neural Prosthesis","level":2,"score":0.266400009393692}],"mesh":[{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","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/embc46164.2021.9629639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9629639","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34892508","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34892508","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:um:oai:cris.maastrichtuniversity.nl:publications/addb4036-0dfb-40d1-b4b6-cdfc6bad27da","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/addb4036-0dfb-40d1-b4b6-cdfc6bad27da","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 6098 - 6101","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:um:oai:cris.maastrichtuniversity.nl:publications/addb4036-0dfb-40d1-b4b6-cdfc6bad27da","is_oa":true,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/addb4036-0dfb-40d1-b4b6-cdfc6bad27da","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 6098 - 6101","raw_type":"info:eu-repo/semantics/conferencepaper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7694501725","display_name":"DEcoding Speech In SEEG (DESIS)","funder_award_id":"VI.Veni.194.021","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1874031132","https://openalex.org/W1981937980","https://openalex.org/W2004366781","https://openalex.org/W2087704839","https://openalex.org/W2092808594","https://openalex.org/W2135595031","https://openalex.org/W2142280324","https://openalex.org/W2151721316","https://openalex.org/W2295561584","https://openalex.org/W2514877170","https://openalex.org/W2549947442","https://openalex.org/W2603174724","https://openalex.org/W2765117211","https://openalex.org/W2807007138","https://openalex.org/W2898165758","https://openalex.org/W2949263306","https://openalex.org/W2962183621","https://openalex.org/W2977375428","https://openalex.org/W3004922521","https://openalex.org/W3008011111","https://openalex.org/W3033297526","https://openalex.org/W6675354045"],"related_works":[],"abstract_inverted_index":{"Brain-Computer":[0],"Interfaces":[1],"(BCIs)":[2],"that":[3,130,195],"decode":[4,33],"a":[5,11,51,96,152],"patient's":[6],"movement":[7,34,162],"intention":[8],"to":[9,18,32,176,187],"control":[10,30,45],"prosthetic":[12,29],"device":[13],"could":[14],"restore":[15],"some":[16],"independence":[17],"paralyzed":[19],"patients.":[20],"An":[21],"important":[22],"step":[23],"on":[24,40],"the":[25,66,82,115,191,203],"road":[26],"towards":[27],"naturalistic":[28],"is":[31],"continuously":[35,134],"with":[36,173],"low-latency.":[37],"BCIs":[38],"based":[39,120],"intracortical":[41],"micro-arrays":[42],"provide":[43,95,199],"continuous":[44],"of":[46,56,84,161],"robotic":[47],"arms,":[48],"but":[49,69],"require":[50],"minor":[52],"craniotomy.":[53],"Surface":[54],"recordings":[55,87,197],"neural":[57],"activity":[58,145],"using":[59,88,111,122,137],"EEG":[60,91],"have":[61,108],"made":[62],"great":[63],"advances":[64],"over":[65],"last":[67],"years,":[68],"suffer":[70],"from":[71,114,148,169],"high":[72],"noise":[73],"levels":[74],"and":[75,143,165],"large":[76,188],"intra-session":[77],"variance.":[78],"Here,":[79],"we":[80,128,193],"investigate":[81],"use":[83],"minimally":[85],"invasive":[86],"stereotactically":[89],"implanted":[90],"(sEEG).":[92],"These":[93],"electrodes":[94],"sparse":[97],"sampling":[98],"across":[99],"many":[100],"brain":[101],"regions.":[102],"So":[103],"far,":[104],"promising":[105],"decoding":[106,160,204],"results":[107],"been":[109],"presented":[110],"data":[112],"measured":[113],"subthalamic":[116],"nucleus":[117],"or":[118],"trial-to-trial":[119],"methods":[121],"depth":[123],"electrodes.":[124],"In":[125,190],"this":[126],"work,":[127],"demonstrate":[129,156],"grasping":[131,153],"movements":[132],"can":[133],"be":[135],"decoded":[136],"sEEG":[138,196],"electrodes,":[139],"as":[140],"well.":[141],"Beta":[142],"high-gamma":[144],"was":[146],"extracted":[147],"eight":[149],"participants":[150,185],"performing":[151],"task.":[154],"We":[155],"above":[157],"chance":[158],"level":[159],"vs":[163,167],"rest":[164],"left":[166],"right,":[168],"both":[170],"frequency":[171],"bands":[172],"accuracies":[174],"up":[175],"0.94":[177],"AUC.":[178],"The":[179],"vastly":[180],"different":[181],"electrode":[182],"locations":[183],"between":[184],"lead":[186],"variability.":[189],"future,":[192],"hope":[194],"will":[198],"additional":[200],"information":[201],"for":[202],"process":[205],"in":[206],"neuroprostheses.":[207]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2021-12-31T00:00:00"}