{"id":"https://openalex.org/W2791496686","doi":"https://doi.org/10.1109/mhs.2017.8305187","title":"Spatial and temporal correlation of muscle synergies in human walk-run transition","display_name":"Spatial and temporal correlation of muscle synergies in human walk-run transition","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2791496686","doi":"https://doi.org/10.1109/mhs.2017.8305187","mag":"2791496686"},"language":"en","primary_location":{"id":"doi:10.1109/mhs.2017.8305187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mhs.2017.8305187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Symposium on Micro-NanoMechatronics and Human Science (MHS)","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/A5036660824","display_name":"Hiromune Takahashi","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hiromune Takahashi","raw_affiliation_strings":["Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108935538","display_name":"Hiroko OSHIMA","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroko Oshima","raw_affiliation_strings":["Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061965744","display_name":"Shinya Aoi","orcid":"https://orcid.org/0000-0001-9243-2641"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shinya Aoi","raw_affiliation_strings":["Dept. of Aeronautics and Astronautics, Kyoto University, Nishikyo-ku, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Aeronautics and Astronautics, Kyoto University, Nishikyo-ku, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080588576","display_name":"Tetsuro Funato","orcid":"https://orcid.org/0000-0003-2964-5227"},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tetsuro Funato","raw_affiliation_strings":["Dept. of Mechanical Engineering and Intelligent Systems, The University of Electro-communications, Chofu, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Mechanical Engineering and Intelligent Systems, The University of Electro-communications, Chofu, Tokyo, Japan","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052012326","display_name":"Nobutaka TSUJIUCHI","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nobutaka Tsujiuchi","raw_affiliation_strings":["Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101926797","display_name":"Akihiko Ito","orcid":"https://orcid.org/0000-0001-5265-0791"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akihito Ito","raw_affiliation_strings":["Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Energy and Mechanical Engineering, Doshisha University, Kyotanabe-shi, Kyoto, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109336779","display_name":"Kazuo Tsuchiya","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuo Tsuchiya","raw_affiliation_strings":["Dept. of Aeronautics and Astronautics, Kyoto University, Nishikyo-ku, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Dept. of Aeronautics and Astronautics, Kyoto University, Nishikyo-ku, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5036660824"],"corresponding_institution_ids":["https://openalex.org/I133984924"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20871338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"195","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10982","display_name":"Motor Control and Adaptation","score":0.9932000041007996,"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/T10982","display_name":"Motor Control and Adaptation","score":0.9932000041007996,"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10879","display_name":"Robotic Locomotion and Control","score":0.9918000102043152,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.7854617834091187},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.6944924592971802},{"id":"https://openalex.org/keywords/leg-muscle","display_name":"Leg muscle","score":0.5552821755409241},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.5535868406295776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49769094586372375},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.46098148822784424},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.4338954985141754},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3717460632324219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3547061085700989},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2090696394443512},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13803976774215698},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11664322018623352},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08664777874946594},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07532837986946106}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7854617834091187},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.6944924592971802},{"id":"https://openalex.org/C3019295976","wikidata":"https://www.wikidata.org/wiki/Q6027402","display_name":"Leg muscle","level":2,"score":0.5552821755409241},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.5535868406295776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49769094586372375},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.46098148822784424},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.4338954985141754},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3717460632324219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3547061085700989},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2090696394443512},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13803976774215698},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11664322018623352},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08664777874946594},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07532837986946106},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mhs.2017.8305187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mhs.2017.8305187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Symposium on Micro-NanoMechatronics and Human Science (MHS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2112349308","https://openalex.org/W2151838292","https://openalex.org/W6677122647"],"related_works":["https://openalex.org/W1597743604","https://openalex.org/W2038723108","https://openalex.org/W3121932492","https://openalex.org/W4232638561","https://openalex.org/W1997544008","https://openalex.org/W2033630974","https://openalex.org/W1607100495","https://openalex.org/W3004137470","https://openalex.org/W2994286315","https://openalex.org/W2612126604"],"abstract_inverted_index":{"Humans":[0],"change":[1],"gait":[2,25,54,74],"depending":[3],"on":[4,37],"moving":[5],"speed":[6],"from":[7,12,57],"walking":[8],"to":[9,14,23,51,83],"running":[10,13],"and":[11,47,78],"walking.":[15],"However,":[16],"it":[17],"remains":[18],"unclear":[19],"what":[20],"mechanisms":[21],"contribute":[22],"the":[24,38,53,73],"transition.":[26],"In":[27],"this":[28],"study,":[29],"we":[30],"performed":[31],"singular":[32],"value":[33],"decomposition":[34],"(SVD)":[35],"analysis":[36],"EMG":[39],"data":[40],"measured":[41],"in":[42],"human":[43],"walk-run":[44],"transition":[45,49,55],"(WRT)":[46],"run-walk":[48],"(RWT)":[50],"investigate":[52],"mechanism":[56],"a":[58],"viewpoint":[59],"of":[60],"muscle":[61],"synergy.":[62],"Our":[63],"results":[64],"suggest":[65],"that":[66],"humans":[67],"have":[68],"an":[69],"unique":[70],"step":[71],"at":[72],"transitions,":[75],"whose":[76],"spatial":[77],"temporal":[79],"patterns":[80],"are":[81],"similar":[82],"those":[84],"for":[85],"running.":[86]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}