{"id":"https://openalex.org/W3193379210","doi":"https://doi.org/10.1109/aim46487.2021.9517674","title":"Effects of Nonlinear Nerve Dynamics on Selective Neural Activation for Designing Field Descriptor based on Activation Function","display_name":"Effects of Nonlinear Nerve Dynamics on Selective Neural Activation for Designing Field Descriptor based on Activation Function","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3193379210","doi":"https://doi.org/10.1109/aim46487.2021.9517674","mag":"3193379210"},"language":"en","primary_location":{"id":"doi:10.1109/aim46487.2021.9517674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aim46487.2021.9517674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100374871","display_name":"Junwei Li","orcid":"https://orcid.org/0000-0002-8413-0237"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Li","raw_affiliation_strings":["State Key Lab of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Lab of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083153534","display_name":"Kok-Meng Lee","orcid":"https://orcid.org/0000-0002-9547-094X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kok-Meng Lee","raw_affiliation_strings":["George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15231788,"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":"93","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9998000264167786,"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/electric-field","display_name":"Electric field","score":0.7041720747947693},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6972835063934326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6078022718429565},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.6046968698501587},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5938827991485596},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5425137281417847},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.505957305431366},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4472528100013733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40144672989845276},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23917734622955322},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18846482038497925}],"concepts":[{"id":"https://openalex.org/C60799052","wikidata":"https://www.wikidata.org/wiki/Q46221","display_name":"Electric field","level":2,"score":0.7041720747947693},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6972835063934326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6078022718429565},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.6046968698501587},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5938827991485596},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5425137281417847},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.505957305431366},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4472528100013733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40144672989845276},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23917734622955322},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18846482038497925},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aim46487.2021.9517674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aim46487.2021.9517674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W23788070","https://openalex.org/W569913188","https://openalex.org/W1608234917","https://openalex.org/W1946085648","https://openalex.org/W1985940938","https://openalex.org/W2009375605","https://openalex.org/W2026335038","https://openalex.org/W2054895342","https://openalex.org/W2058474475","https://openalex.org/W2092520818","https://openalex.org/W2096788847","https://openalex.org/W2159723961","https://openalex.org/W2546948216","https://openalex.org/W2620619632","https://openalex.org/W2793050444","https://openalex.org/W2799532100","https://openalex.org/W2922287770","https://openalex.org/W2982446399","https://openalex.org/W2982663426","https://openalex.org/W3102156805","https://openalex.org/W4234147214","https://openalex.org/W6600909287"],"related_works":["https://openalex.org/W3110577345","https://openalex.org/W2946235959","https://openalex.org/W2902935192","https://openalex.org/W3134817226","https://openalex.org/W3198895633","https://openalex.org/W3034021666","https://openalex.org/W2898900925","https://openalex.org/W3170224572","https://openalex.org/W1985010875","https://openalex.org/W1987591823"],"abstract_inverted_index":{"For":[0],"analyzing":[1],"the":[2,16,44,54,62,68,81,88,102,119,125,135,140],"electrical":[3],"stimulations":[4],"to":[5,14],"achieve":[6],"selective":[7],"neural":[8,36,71,93],"activation,":[9],"it":[10],"is":[11,30],"computationally":[12],"time-consuming":[13],"solve":[15],"electric":[17,89,103,136],"fields":[18],"coupled":[19],"with":[20],"nonlinear":[21,48],"nerve":[22,28,49,123],"models.":[23],"The":[24,97],"electric-field-based":[25],"descriptor":[26,127,138],"considering":[27],"dynamics":[29],"an":[31],"effective":[32],"tool":[33],"for":[34,91,139],"predicting":[35,92],"firings":[37],"and":[38,60,77,83,104,113],"optimizing":[39],"stimulation":[40,59],"configurations.":[41],"Based":[42],"on":[43,67,147],"mathematical":[45],"analysis":[46],"of":[47,64,70,87,100,121,151],"models,":[50],"this":[51],"paper":[52],"explains":[53],"mechanism":[55],"behind":[56],"temporal":[57],"interference":[58],"investigates":[61],"effects":[63],"field":[65,74,106,137],"descriptors":[66,75,107],"predictions":[69],"firing.":[72],"Two":[73],"(electric":[76],"activation)":[78],"derived":[79],"from":[80],"1st":[82],"2ndorder":[84],"spatial":[85],"derivatives":[86],"potential":[90,149],"activations":[94],"are":[95,108],"compared.":[96],"prediction":[98],"results":[99],"both":[101,117],"activation":[105,120,126],"validated":[109],"by":[110],"published":[111],"numerical":[112],"experimental":[114],"results.":[115],"While":[116],"predict":[118],"different":[122,152],"fibers,":[124],"that":[128],"requires":[129],"a":[130,155],"larger":[131],"finite-element":[132],"mesh-number":[133],"than":[134],"same":[141],"computational":[142],"accuracy":[143],"offers":[144],"additional":[145],"information":[146],"action":[148],"initiation":[150],"nodes":[153],"within":[154],"fiber.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}