{"id":"https://openalex.org/W2462780241","doi":"https://doi.org/10.1109/tbme.2016.2582691","title":"A High-Performance Neural Prosthesis Incorporating Discrete State Selection With Hidden Markov Models","display_name":"A High-Performance Neural Prosthesis Incorporating Discrete State Selection With Hidden Markov Models","publication_year":2016,"publication_date":"2016-06-23","ids":{"openalex":"https://openalex.org/W2462780241","doi":"https://doi.org/10.1109/tbme.2016.2582691","mag":"2462780241","pmid":"https://pubmed.ncbi.nlm.nih.gov/27337709"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2016.2582691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2582691","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5084007033","display_name":"Jonathan C. Kao","orcid":"https://orcid.org/0000-0002-9298-0143"},"institutions":[{"id":"https://openalex.org/I2800038579","display_name":"Stratford University","ror":"https://ror.org/00zbnzw74","country_code":"US","type":"education","lineage":["https://openalex.org/I2800038579"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan C. Kao","raw_affiliation_strings":["Department of Electrical EngineeringStanford University","Department of Electrical Engineering, Stanford University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical EngineeringStanford University","institution_ids":["https://openalex.org/I2800038579"]},{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032896765","display_name":"Paul Nuyujukian","orcid":"https://orcid.org/0000-0001-7778-5473"},"institutions":[{"id":"https://openalex.org/I4210145583","display_name":"Bioengineering Center","ror":"https://ror.org/04f0ydx59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210145583"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Paul Nuyujukian","raw_affiliation_strings":["Department of Electrical Engineering, Department of Bioengineering, and School of Medicine and NeurosurgeryStanford University","Department of Electrical Engineering, Department of Bioengineering, and School of Medicine and Neurosurgery, Stanford University"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Department of Bioengineering, and School of Medicine and NeurosurgeryStanford University","institution_ids":["https://openalex.org/I4210145583"]},{"raw_affiliation_string":"Department of Electrical Engineering, Department of Bioengineering, and School of Medicine and Neurosurgery, Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045559848","display_name":"Stephen I. Ryu","orcid":"https://orcid.org/0000-0002-4607-7447"},"institutions":[{"id":"https://openalex.org/I2800038579","display_name":"Stratford University","ror":"https://ror.org/00zbnzw74","country_code":"US","type":"education","lineage":["https://openalex.org/I2800038579"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen I. Ryu","raw_affiliation_strings":["Department of Electrical EngineeringStanford University","Department of Electrical Engineering, Stanford University","Palo Alto Medical Foundation"],"affiliations":[{"raw_affiliation_string":"Department of Electrical EngineeringStanford University","institution_ids":["https://openalex.org/I2800038579"]},{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Palo Alto Medical Foundation","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004430663","display_name":"Krishna V. Shenoy","orcid":"https://orcid.org/0000-0003-1534-9240"},"institutions":[{"id":"https://openalex.org/I1344073410","display_name":"Howard Hughes Medical Institute","ror":"https://ror.org/006w34k90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1344073410"]},{"id":"https://openalex.org/I4210160857","display_name":"Institute of Neurobiology","ror":"https://ror.org/05q9yze82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210160857"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["BG","US"],"is_corresponding":false,"raw_author_name":"Krishna V. Shenoy","raw_affiliation_strings":["Department of Electrical Engineering, Department of Bioengineering, and Department of NeurobiologyStanford University","Department of Electrical Engineering, Department of Bioengineering, and Department of Neurobiology, Stanford University","Howard Hughes Medical Institute, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Department of Bioengineering, and Department of NeurobiologyStanford University","institution_ids":["https://openalex.org/I4210160857"]},{"raw_affiliation_string":"Department of Electrical Engineering, Department of Bioengineering, and Department of Neurobiology, Stanford University","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Howard Hughes Medical Institute, Stanford, CA, USA","institution_ids":["https://openalex.org/I1344073410"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084007033"],"corresponding_institution_ids":["https://openalex.org/I2800038579","https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":4.8417,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.95533133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"64","issue":"4","first_page":"935","last_page":"945"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"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/decoding-methods","display_name":"Decoding methods","score":0.8912906646728516},{"id":"https://openalex.org/keywords/neural-prosthesis","display_name":"Neural Prosthesis","score":0.7428693771362305},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7298493385314941},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6173515319824219},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.43563443422317505},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4100153148174286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3779340982437134},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37652885913848877},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3267938792705536},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2991030216217041},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18111026287078857},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14029929041862488},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.08565294742584229}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8912906646728516},{"id":"https://openalex.org/C2908765479","wikidata":"https://www.wikidata.org/wiki/Q1431093","display_name":"Neural Prosthesis","level":2,"score":0.7428693771362305},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7298493385314941},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6173515319824219},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.43563443422317505},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4100153148174286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3779340982437134},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37652885913848877},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3267938792705536},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2991030216217041},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18111026287078857},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14029929041862488},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.08565294742584229}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003143","descriptor_name":"Communication Aids for Disabled","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003143","descriptor_name":"Communication Devices for People with Disabilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003143","descriptor_name":"Communication Devices for People with Disabilities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","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},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2016.2582691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2016.2582691","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:27337709","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27337709","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3150346884","display_name":null,"funder_award_id":"N66001-06-C-8005","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320306485","display_name":"Christopher and Dana Reeve Foundation","ror":"https://ror.org/0430rna51"},{"id":"https://openalex.org/F4320308910","display_name":"Paul and Daisy Soros Fellowships for New Americans","ror":"https://ror.org/02320dz84"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1545845180","https://openalex.org/W1974803102","https://openalex.org/W1975792056","https://openalex.org/W1978913152","https://openalex.org/W1983877267","https://openalex.org/W1985279342","https://openalex.org/W1987580357","https://openalex.org/W2009086942","https://openalex.org/W2009664245","https://openalex.org/W2017539895","https://openalex.org/W2027166675","https://openalex.org/W2033144847","https://openalex.org/W2037547604","https://openalex.org/W2039621768","https://openalex.org/W2040212171","https://openalex.org/W2041248708","https://openalex.org/W2054316680","https://openalex.org/W2057584021","https://openalex.org/W2059339378","https://openalex.org/W2063743146","https://openalex.org/W2065833894","https://openalex.org/W2069997836","https://openalex.org/W2075419898","https://openalex.org/W2080993153","https://openalex.org/W2087704839","https://openalex.org/W2100483618","https://openalex.org/W2105102432","https://openalex.org/W2106172517","https://openalex.org/W2110387210","https://openalex.org/W2111186480","https://openalex.org/W2112577267","https://openalex.org/W2117151438","https://openalex.org/W2123811638","https://openalex.org/W2126894902","https://openalex.org/W2144910141","https://openalex.org/W2152315848","https://openalex.org/W2153156720","https://openalex.org/W2157380881","https://openalex.org/W2163036365","https://openalex.org/W2165376801","https://openalex.org/W2165449323","https://openalex.org/W2166422604","https://openalex.org/W2168905284","https://openalex.org/W2170780622","https://openalex.org/W2171431653","https://openalex.org/W2223658335","https://openalex.org/W2259989138","https://openalex.org/W2518671689","https://openalex.org/W2803316390","https://openalex.org/W4237805535","https://openalex.org/W4253453051","https://openalex.org/W6665478899","https://openalex.org/W6727198248"],"related_works":["https://openalex.org/W1510894296","https://openalex.org/W2134386692","https://openalex.org/W2082284720","https://openalex.org/W2462780241","https://openalex.org/W2084326697","https://openalex.org/W2194396582","https://openalex.org/W2027903142","https://openalex.org/W2116722627","https://openalex.org/W2354322608","https://openalex.org/W2379938888"],"abstract_inverted_index":{"Communication":[0],"neural":[1,18,133,207],"prostheses":[2,53,73],"aim":[3],"to":[4,8,67,102,160,233],"restore":[5],"efficient":[6],"communication":[7,52,72,100],"people":[9],"with":[10,42,112,118,122,230],"motor":[11],"neurological":[12],"injury":[13],"or":[14],"disease":[15],"by":[16,140],"decoding":[17,58,78,109,225,232],"activity":[19],"into":[20,97,131],"control":[21,24],"signals.":[22],"These":[23,219],"signals":[25],"are":[26],"both":[27,59],"analog":[28,60,77,113,231],"(e.g.,":[29,38],"the":[30,69,152,156,174,213],"velocity":[31],"of":[32,57,155,189,215,238],"a":[33,43,92,132],"computer":[34,44],"mouse)":[35,45],"and":[36,50,61,79,105,142,192,199],"discrete":[37,62,85,107,224],"clicking":[39],"an":[40,98,129,170],"icon":[41],"in":[46,110,144,173,195],"nature.":[47],"Effective,":[48],"high-performing,":[49],"intuitive-to-use":[51],"should":[54],"be":[55,227],"capable":[56],"state":[63,108],"variables":[64],"seamlessly.":[65],"However,":[66],"date,":[68],"highest-performing":[70],"autonomous":[71],"rely":[74],"on":[75],"precise":[76],"typically":[80],"do":[81],"not":[82],"incorporate":[83],"high-performance":[84,223],"decoding.":[86,114],"In":[87,115],"this":[88,162,206],"report,":[89],"we":[90,125,166,179,203],"incorporated":[91],"hidden":[93],"Markov":[94],"model":[95,154],"(HMM)":[96],"intracortical":[99],"prosthesis":[101,134,208],"enable":[103],"accurate":[104],"fast":[106],"parallel":[111],"closed-loop":[116],"experiments":[117],"nonhuman":[119],"primates":[120],"implanted":[121],"multielectrode":[123],"arrays,":[124],"demonstrate":[126,221],"that":[127,151,168,205,222],"incorporating":[128],"HMM":[130,157,171],"can":[135,226],"increase":[136],"state-of-the-art":[137,236],"achieved":[138,176],"bitrate":[139],"13.9%":[141],"4.2%":[143],"two":[145],"monkeys":[146],"(":[147],").":[148],"We":[149],"found":[150,167,204],"transition":[153],"is":[158],"critical":[159],"achieving":[161,186],"performance":[163,178],"increase.":[164],"Further,":[165],"using":[169],"resulted":[172],"highest":[175],"peak":[177,187],"have":[180],"ever":[181],"observed":[182],"for":[183,212],"these":[184],"monkeys,":[185],"bitrates":[188],"6.5,":[190],"5.7,":[191],"4.7":[193],"bps":[194],"Monkeys":[196],"J,":[197],"R,":[198],"L,":[200],"respectively.":[201],"Finally,":[202],"was":[209],"robustly":[210],"controllable":[211],"duration":[214],"entire":[216],"experimental":[217],"sessions.":[218],"results":[220],"beneficially":[228],"combined":[229],"achieve":[234],"new":[235],"levels":[237],"performance.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
