{"id":"https://openalex.org/W4309242596","doi":"https://doi.org/10.1109/biocas54905.2022.9948606","title":"Improvement of stability in long-term motor decoding forelimb movement with a sequence imputation of temporal-based spike patterns","display_name":"Improvement of stability in long-term motor decoding forelimb movement with a sequence imputation of temporal-based spike patterns","publication_year":2022,"publication_date":"2022-10-13","ids":{"openalex":"https://openalex.org/W4309242596","doi":"https://doi.org/10.1109/biocas54905.2022.9948606"},"language":"en","primary_location":{"id":"doi:10.1109/biocas54905.2022.9948606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas54905.2022.9948606","pdf_url":null,"source":{"id":"https://openalex.org/S4363608179","display_name":"2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)","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":"2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)","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/A5071448792","display_name":"Yun-Ting Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yun-Ting Kuo","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047908399","display_name":"Shih\u2010Hung Yang","orcid":"https://orcid.org/0000-0001-5893-6299"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Hung Yang","raw_affiliation_strings":["National Cheng Kung University,Department of Mechanical Engineering,Tainan,Taiwan","Department of Mechanical Engineering, National Cheng Kung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Cheng Kung University,Department of Mechanical Engineering,Tainan,Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Department of Mechanical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019512159","display_name":"Chin-Yu Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Yu Chou","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016731986","display_name":"Hao-Cheng Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hao-Cheng Chang","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115603153","display_name":"Kuan\u2010Yu Chen","orcid":"https://orcid.org/0000-0002-6036-2199"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuan-Yu Chen","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003072693","display_name":"You\u2010Yin Chen","orcid":"https://orcid.org/0000-0003-4869-3857"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"You-Yin Chen","raw_affiliation_strings":["National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,Department of Biomedical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I148366613"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14892379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"625","last_page":"629"},"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":0.9994000196456909,"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":0.9993000030517578,"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/imputation","display_name":"Imputation (statistics)","score":0.6775158643722534},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.67066490650177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6692149639129639},{"id":"https://openalex.org/keywords/forelimb","display_name":"Forelimb","score":0.5596204996109009},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.5174294114112854},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.49046728014945984},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.48917868733406067},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.47269582748413086},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46504485607147217},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42116397619247437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3883568048477173},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.311074823141098},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1918112337589264},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16268691420555115},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.1287979781627655},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12244981527328491}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.6775158643722534},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.67066490650177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6692149639129639},{"id":"https://openalex.org/C2778646069","wikidata":"https://www.wikidata.org/wiki/Q5468632","display_name":"Forelimb","level":2,"score":0.5596204996109009},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.5174294114112854},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.49046728014945984},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.48917868733406067},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.47269582748413086},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46504485607147217},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42116397619247437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3883568048477173},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.311074823141098},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1918112337589264},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16268691420555115},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.1287979781627655},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12244981527328491},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/biocas54905.2022.9948606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas54905.2022.9948606","pdf_url":null,"source":{"id":"https://openalex.org/S4363608179","display_name":"2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)","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":"2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1964491684","https://openalex.org/W1972122710","https://openalex.org/W2010411128","https://openalex.org/W2016936587","https://openalex.org/W2030219534","https://openalex.org/W2129649469","https://openalex.org/W2143457716","https://openalex.org/W2322471572","https://openalex.org/W2538079766","https://openalex.org/W2790078435","https://openalex.org/W2963654043","https://openalex.org/W3014797134","https://openalex.org/W3126124476","https://openalex.org/W3189682040"],"related_works":["https://openalex.org/W2089202183","https://openalex.org/W186194401","https://openalex.org/W2014837149","https://openalex.org/W2159290929","https://openalex.org/W2034767725","https://openalex.org/W2186081204","https://openalex.org/W2139213733","https://openalex.org/W1986882609","https://openalex.org/W4386946208","https://openalex.org/W2098097562"],"abstract_inverted_index":{"Instability":[0],"of":[1,47],"neural":[2,30,49],"signals":[3],"is":[4],"a":[5],"vital":[6],"issue":[7],"in":[8],"intracortical":[9],"brain":[10],"machine":[11],"interface":[12],"(iBMI)":[13],"systems":[14],"which":[15],"caused":[16],"by":[17,21],"missing":[18,29,48],"neuron":[19],"day":[20],"day.":[22],"This":[23],"study":[24],"proposed":[25,42],"mean-perturbation":[26,43],"to":[27,53],"impute":[28],"spike":[31],"train":[32],"during":[33],"rat":[34],"forelimb":[35],"movement.":[36],"Our":[37],"results":[38],"showed":[39],"that":[40],"the":[41,55],"for":[44],"sequence":[45],"imputation":[46],"spikes":[50],"was":[51],"used":[52],"enhance":[54],"long-term":[56],"decoding":[57],"performance.":[58]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
