{"id":"https://openalex.org/W3099046791","doi":"https://doi.org/10.1145/3389189.3389203","title":"Mapping motor cortex stimulation to muscle responses","display_name":"Mapping motor cortex stimulation to muscle responses","publication_year":2020,"publication_date":"2020-06-29","ids":{"openalex":"https://openalex.org/W3099046791","doi":"https://doi.org/10.1145/3389189.3389203","mag":"3099046791"},"language":"en","primary_location":{"id":"doi:10.1145/3389189.3389203","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3389189.3389203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments","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/A5037243988","display_name":"Md Navid Akbar","orcid":"https://orcid.org/0000-0003-3000-315X"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Md Navid Akbar","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069832419","display_name":"Mathew Yarossi","orcid":"https://orcid.org/0000-0003-1564-2324"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mathew Yarossi","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067831625","display_name":"Marc Martinez-Gost","orcid":"https://orcid.org/0000-0003-0070-6807"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marc Martinez-Gost","raw_affiliation_strings":["Technical University of Catalonia"],"affiliations":[{"raw_affiliation_string":"Technical University of Catalonia","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088286059","display_name":"Marc A. Sommer","orcid":"https://orcid.org/0000-0001-5061-763X"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc A. Sommer","raw_affiliation_strings":["Duke University"],"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022272761","display_name":"Moritz Dannhauer","orcid":"https://orcid.org/0000-0001-8747-1021"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moritz Dannhauer","raw_affiliation_strings":["Duke University"],"affiliations":[{"raw_affiliation_string":"Duke University","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061057700","display_name":"Sumientra Rampersad","orcid":"https://orcid.org/0000-0001-9860-4459"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Sumientra Rampersad","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079980080","display_name":"Dana H. Brooks","orcid":"https://orcid.org/0000-0003-3231-6715"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Dana Brooks","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013630760","display_name":"Eugene Tunik","orcid":"https://orcid.org/0000-0002-7497-1251"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Eugene Tunik","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083261801","display_name":"Deniz Erdo\u011fmu\u015f","orcid":"https://orcid.org/0000-0002-1114-3539"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Deniz Erdo\u011fmu\u015f","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5037243988"],"corresponding_institution_ids":["https://openalex.org/I87182695"],"apc_list":null,"apc_paid":null,"fwci":0.6417,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.69641332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9997000098228455,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"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/motor-cortex","display_name":"Motor cortex","score":0.6693015098571777},{"id":"https://openalex.org/keywords/transcranial-magnetic-stimulation","display_name":"Transcranial magnetic stimulation","score":0.6679728627204895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.643111526966095},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5341777801513672},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.531050980091095},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46983596682548523},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.41720494627952576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41388288140296936},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23218807578086853}],"concepts":[{"id":"https://openalex.org/C2778373776","wikidata":"https://www.wikidata.org/wiki/Q18696","display_name":"Motor cortex","level":3,"score":0.6693015098571777},{"id":"https://openalex.org/C2778581513","wikidata":"https://www.wikidata.org/wiki/Q263962","display_name":"Transcranial magnetic stimulation","level":3,"score":0.6679728627204895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.643111526966095},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5341777801513672},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.531050980091095},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46983596682548523},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.41720494627952576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41388288140296936},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23218807578086853}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3389189.3389203","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3389189.3389203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5098822506","display_name":null,"funder_award_id":"P41GM103545-18, R01-NS088674, R01-NS085122, R01-HD058301","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G6762907726","display_name":null,"funder_award_id":"CMMI-193537, CBET-1804550","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306080","display_name":"Foundation for the National Institutes of Health","ror":"https://ror.org/00k86s890"},{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1604411400","https://openalex.org/W1814500939","https://openalex.org/W1902027874","https://openalex.org/W1968371014","https://openalex.org/W2015356556","https://openalex.org/W2041949619","https://openalex.org/W2070213512","https://openalex.org/W2101704286","https://openalex.org/W2117259536","https://openalex.org/W2146803302","https://openalex.org/W2211681050","https://openalex.org/W2466961375","https://openalex.org/W2504058217","https://openalex.org/W2516710120","https://openalex.org/W2576960802","https://openalex.org/W2578147516","https://openalex.org/W2913269203","https://openalex.org/W2924860882"],"related_works":["https://openalex.org/W2118349676","https://openalex.org/W2143771006","https://openalex.org/W2008943882","https://openalex.org/W2499553382","https://openalex.org/W2735406630","https://openalex.org/W2015356729","https://openalex.org/W2357876379","https://openalex.org/W2069824919","https://openalex.org/W2125734441","https://openalex.org/W2213220928"],"abstract_inverted_index":{"A":[0],"deep":[1,115],"neural":[2,107,195],"network":[3,86,116],"(DNN)":[4],"that":[5,87,169],"can":[6],"reliably":[7],"model":[8,171],"muscle":[9,98],"responses":[10],"from":[11,46],"corresponding":[12,97],"brain":[13],"stimulation":[14,49,91,178],"has":[15],"the":[16,36,69,72,79,83,93,125,128,145,157,170,175,188,191,194,201],"potential":[17,63],"to":[18,43,96,139,173,179,187],"increase":[19],"knowledge":[20],"of":[21,38,82,92,120,144,159,182],"coordinated":[22],"motor":[23,94,176],"control":[24],"for":[25,52,78,164],"numerous":[26],"basic":[27],"science":[28],"and":[29,48,68,118,132,134,149,184],"applied":[30],"use":[31],"cases.":[32],"Such":[33],"cases":[34],"include":[35],"understanding":[37],"abnormal":[39],"movement":[40],"patterns":[41],"due":[42],"neurological":[44,53],"injury":[45],"stroke,":[47],"based":[50],"interventions":[51],"recovery":[54],"such":[55],"as":[56],"paired":[57],"associative":[58],"stimulation.":[59],"In":[60],"this":[61],"work,":[62],"DNN":[64],"models":[65],"are":[66],"explored":[67],"one":[70],"with":[71],"minimum":[73],"squared":[74],"errors":[75],"is":[76,198],"recommended":[77],"optimal":[80],"performance":[81,150],"M2M-Net,":[84],"a":[85,101,110,113,141,180],"maps":[88],"transcranial":[89],"magnetic":[90],"cortex":[95,177],"responses,":[99],"using:":[100],"finite":[102],"element":[103],"simulation,":[104],"an":[105],"empirical":[106],"response":[108,196],"profile,":[109],"convolutional":[111],"autoencoder,":[112],"separate":[114],"mapper,":[117],"recordings":[119],"multi-muscle":[121],"activation.":[122],"We":[123],"discuss":[124],"rationale":[126],"behind":[127],"different":[129,154],"modeling":[130],"approaches":[131],"architectures,":[133],"contrast":[135],"their":[136],"results.":[137],"Additionally,":[138],"obtain":[140],"comparative":[142],"insight":[143],"trade-off":[146],"between":[147],"complexity":[148],"analysis,":[151],"we":[152,167],"explore":[153],"techniques,":[155],"including":[156],"extension":[158],"two":[160],"classical":[161],"information":[162],"criteria":[163],"M2M-Net.":[165],"Finally,":[166],"find":[168],"analogous":[172],"mapping":[174],"combination":[181],"direct":[183],"synergistic":[185],"connection":[186],"muscles":[189],"performs":[190],"best,":[192],"when":[193],"profile":[197],"used":[199],"at":[200],"input.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-11-23T00:00:00"}
