{"id":"https://openalex.org/W4403675146","doi":"https://doi.org/10.1109/biorob60516.2024.10719875","title":"Towards Personalized Motor-Restoring Technologies: Characterizing Neural Data-Driven Alpha-Motoneuron Model Parameters","display_name":"Towards Personalized Motor-Restoring Technologies: Characterizing Neural Data-Driven Alpha-Motoneuron Model Parameters","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4403675146","doi":"https://doi.org/10.1109/biorob60516.2024.10719875"},"language":"en","primary_location":{"id":"doi:10.1109/biorob60516.2024.10719875","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/biorob60516.2024.10719875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ris.utwente.nl/ws/files/466396112/Towards_Personalized_Motor-Restoring_Technologies_Characterizing_Neural_Data-Driven_Alpha-Motoneuron_Model_Parameters.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032562982","display_name":"Rafael Ornelas-Kobayashi","orcid":"https://orcid.org/0000-0003-2077-046X"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R. Ornelas-Kobayashi","raw_affiliation_strings":["University of Twente,Department of Biomechanical Engineering,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente,Department of Biomechanical Engineering,Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035435762","display_name":"Ronald Mooiweer","orcid":"https://orcid.org/0000-0003-2693-1033"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R. Mooiweer","raw_affiliation_strings":["University of Twente,Department of Biomechanical Engineering,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente,Department of Biomechanical Engineering,Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083381101","display_name":"Massimo Sartori","orcid":"https://orcid.org/0000-0003-0930-6535"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Sartori","raw_affiliation_strings":["University of Twente,Department of Biomechanical Engineering,Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente,Department of Biomechanical Engineering,Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1616,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46837475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1581","last_page":"1586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.8532999753952026,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.8532999753952026,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.8417999744415283,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.7710999846458435,"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/computer-science","display_name":"Computer science","score":0.6480788588523865},{"id":"https://openalex.org/keywords/alpha","display_name":"Alpha (finance)","score":0.600705623626709},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4176151752471924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32199883460998535},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07600149512290955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6480788588523865},{"id":"https://openalex.org/C64943373","wikidata":"https://www.wikidata.org/wiki/Q2651003","display_name":"Alpha (finance)","level":4,"score":0.600705623626709},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4176151752471924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32199883460998535},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07600149512290955},{"id":"https://openalex.org/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.0},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.0},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/biorob60516.2024.10719875","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/biorob60516.2024.10719875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob)","raw_type":"proceedings-article"},{"id":"pmh:oai:ris.utwente.nl:publications/140cd064-7621-4224-ab0b-466ddce8c2e0","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/140cd064-7621-4224-ab0b-466ddce8c2e0","pdf_url":"https://ris.utwente.nl/ws/files/466396112/Towards_Personalized_Motor-Restoring_Technologies_Characterizing_Neural_Data-Driven_Alpha-Motoneuron_Model_Parameters.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ornelas-Kobayashi, R, Mooiweer, R & Sartori, M 2024, Towards Personalized Motor-Restoring Technologies: Characterizing Neural Data-Driven Alpha-Motoneuron Model Parameters. in 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob). pp. 1581-1586, 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, BioRob 2024, Heidelberg, Baden-W\u00fcrttemberg, Germany, 1/09/24. https://doi.org/10.1109/BioRob60516.2024.10719875","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"doi:10.5281/zenodo.13827960","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.13827960","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.13828217","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.13828217","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:publications/140cd064-7621-4224-ab0b-466ddce8c2e0","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/140cd064-7621-4224-ab0b-466ddce8c2e0","pdf_url":"https://ris.utwente.nl/ws/files/466396112/Towards_Personalized_Motor-Restoring_Technologies_Characterizing_Neural_Data-Driven_Alpha-Motoneuron_Model_Parameters.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ornelas-Kobayashi, R, Mooiweer, R & Sartori, M 2024, Towards Personalized Motor-Restoring Technologies: Characterizing Neural Data-Driven Alpha-Motoneuron Model Parameters. in 2024 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob). pp. 1581-1586, 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, BioRob 2024, Heidelberg, Baden-W\u00fcrttemberg, Germany, 1/09/24. https://doi.org/10.1109/BioRob60516.2024.10719875","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5616592909","display_name":"Modelling the neuromusculoskeletal system across spatiotemporal scales for a new paradigm of human-machine motor interaction","funder_award_id":"803035","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403675146.pdf","grobid_xml":"https://content.openalex.org/works/W4403675146.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1514261135","https://openalex.org/W1535712589","https://openalex.org/W1717158498","https://openalex.org/W1995945562","https://openalex.org/W2007122673","https://openalex.org/W2011703512","https://openalex.org/W2031856781","https://openalex.org/W2042861111","https://openalex.org/W2073344030","https://openalex.org/W2083275081","https://openalex.org/W2100260601","https://openalex.org/W2111701494","https://openalex.org/W2157102451","https://openalex.org/W2159639847","https://openalex.org/W2488164446","https://openalex.org/W2599737116","https://openalex.org/W2958727843","https://openalex.org/W3020244590","https://openalex.org/W3035460815","https://openalex.org/W4297983582","https://openalex.org/W4321483937"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"vivo":[1,91,133],"access":[2],"to":[3,77,107,144],"the":[4,26,41,51,59,65,79,86,101,118,145],"neural":[5,27,66,80,159],"motor":[6,28,138,156],"code":[7,29,157],"driving":[8],"muscle":[9],"activation":[10],"in":[11,90,132],"humans":[12],"is":[13,71],"essential":[14],"for":[15,158],"developing":[16],"and":[17],"controlling":[18],"effective":[19],"motor-restoring":[20],"wearable":[21],"technologies.":[22,162],"Partial":[23],"estimates":[24,116,154],"of":[25,47,82,103,117,126,147,155],"can":[30],"be":[31],"non-invasively":[32],"derived":[33,68],"from":[34,69],"high-density":[35],"electromyography":[36],"(HD-EMG)":[37],"decomposition.":[38],"These":[39],"represent":[40],"output":[42],"produced":[43],"by":[44,113],"a":[45,137],"subset":[46],"alpha-motoneurons":[48],"(MNs)":[49],"innervating":[50],"recorded":[52],"muscle.":[53],"A":[54],"key":[55],"step":[56],"towards":[57],"accessing":[58],"complete":[60],"MN":[61,74,93,104,134],"pool,":[62],"thus":[63],"enhancing":[64],"information":[67],"HD-EMG,":[70],"creating":[72],"personalized":[73,148],"models":[75,150],"able":[76],"capture":[78],"properties":[81],"each":[83],"individual.":[84],"However,":[85],"model":[87,105],"parameters":[88,106],"capturing":[89],"human":[92],"activity":[94,135],"remain":[95],"unknown.":[96],"Therefore,":[97],"this":[98],"work":[99],"characterized":[100],"sensitivity":[102],"match":[108],"spike":[109],"events":[110],"when":[111],"driven":[112],"HD-EMG-derived":[114],"partial":[115,153],"synaptic":[119],"input.":[120],"Additionally,":[121],"we":[122],"evaluated":[123],"how":[124],"optimization":[125],"different":[127],"parameter":[128],"sets":[129],"allowed":[130],"reproducing":[131],"during":[136],"task.":[139],"Altogether,":[140],"these":[141],"findings":[142],"contribute":[143],"development":[146],"neuromechanical":[149],"that":[151],"enhance":[152],"controlled":[160],"neurorehabilitation":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}
