{"id":"https://openalex.org/W2885250864","doi":"https://doi.org/10.23919/acc.2018.8431158","title":"Learning-based Approaches for Controlling Neural Spiking","display_name":"Learning-based Approaches for Controlling Neural Spiking","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2885250864","doi":"https://doi.org/10.23919/acc.2018.8431158","mag":"2885250864","pmid":"https://pubmed.ncbi.nlm.nih.gov/33859453","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/8046338"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2018.8431158","doi":"https://doi.org/10.23919/acc.2018.8431158","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431158","pdf_url":null,"source":{"id":"https://openalex.org/S4210168941","display_name":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","issn_l":"0743-1619","issn":["0743-1619","2378-5861"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Annual American Control Conference (ACC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8046338","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054412075","display_name":"Sensen Liu","orcid":"https://orcid.org/0000-0002-2988-5063","observed_orcids":["https://orcid.org/0000-0002-2988-5063","https://orcid.org/0009-0005-4923-7927"]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sensen Liu","raw_affiliation_strings":["Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084921169","display_name":"Noah M. Sock","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noah M. Sock","raw_affiliation_strings":["Presently at the California Institute of Technology, Pasadena, CA, USA","California Institute of Technology, Pasadena, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Presently at the California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]},{"raw_affiliation_string":"California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057893339","display_name":"ShiNung Ching","orcid":"https://orcid.org/0000-0003-4063-7068","observed_orcids":["https://orcid.org/0000-0003-4063-7068"]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ShiNung Ching","raw_affiliation_strings":["Department of Biomedical Engineering and the Division of Biology and Biomedical Sciences, Washington University in St. Louis, St. Louis, MO, USA","Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA","Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering and the Division of Biology and Biomedical Sciences, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8598,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70258237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":"2018","issue":null,"first_page":"2827","last_page":"2832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9150000214576721,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9150000214576721,"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/T10320","display_name":"Neural Networks and Applications","score":0.01979999989271164,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.016100000590085983,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neurostimulation","display_name":"neurostimulation","score":0.8790000081062317},{"id":"https://openalex.org/keywords/spiking-neural-networks","display_name":"spiking neural networks","score":0.6570000052452087},{"id":"https://openalex.org/keywords/control-network","display_name":"control network","score":0.5759999752044678},{"id":"https://openalex.org/keywords/shannon-mutual-information","display_name":"Shannon mutual information","score":0.859000027179718},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.925000011920929},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"adaptive control","score":0.5509999990463257},{"id":"https://openalex.org/keywords/learning-control","display_name":"learning control","score":0.5450000166893005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.764131486415863},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7410573959350586},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.6040089130401611},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5547778606414795},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48338451981544495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4627428650856018},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.45880475640296936},{"id":"https://openalex.org/C33010914","wikidata":"https://www.wikidata.org/wiki/Q7291980","display_name":"Random neural network","level":4,"score":0.44904813170433044},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.23919/acc.2018.8431158","doi":"https://doi.org/10.23919/acc.2018.8431158","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431158","pdf_url":null,"source":{"id":"https://openalex.org/S4210168941","display_name":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","issn_l":"0743-1619","issn":["0743-1619","2378-5861"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Annual American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmid:33859453","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33859453","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ... American Control Conference. American Control Conference","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8046338","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8046338","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Proc Am Control Conf","raw_type":"Text"},{"id":"pmh:oai:authors.library.caltech.edu:108801","doi":null,"is_oa":false,"landing_page_url":"https://authors.library.caltech.edu/108801/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8046338","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8046338","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Proc Am Control Conf","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7300413142","display_name":"Spatiotemporal control of large neuronal networks using high dimensional optimization","funder_award_id":"R21EY027590","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320337350","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W16206914","https://openalex.org/W114979488","https://openalex.org/W1481510565","https://openalex.org/W1512746852","https://openalex.org/W1966086707","https://openalex.org/W1972220048","https://openalex.org/W1979085769","https://openalex.org/W2009303086","https://openalex.org/W2016419186","https://openalex.org/W2040110111","https://openalex.org/W2046376809","https://openalex.org/W2049517487","https://openalex.org/W2073384958","https://openalex.org/W2079150153","https://openalex.org/W2095487261","https://openalex.org/W2100438317","https://openalex.org/W2107726111","https://openalex.org/W2129835756","https://openalex.org/W2484786092","https://openalex.org/W2600814457","https://openalex.org/W2621712756","https://openalex.org/W2734330585","https://openalex.org/W2761975238","https://openalex.org/W4299401133"],"related_works":["https://openalex.org/W2972817382","https://openalex.org/W2734330585","https://openalex.org/W1990954285","https://openalex.org/W2742179067","https://openalex.org/W1993019971","https://openalex.org/W2493102309","https://openalex.org/W4327732550","https://openalex.org/W7133073875","https://openalex.org/W4414422982","https://openalex.org/W2734370985"],"abstract_inverted_index":{"We":[0,148],"consider":[1,78],"the":[2,34,40,52,109,114,121,126,132,152],"problem":[3],"of":[4,7,36,44,62,69,131,151,157,171],"controlling":[5,84,155],"populations":[6],"interconnected":[8,70],"neurons":[9],"using":[10],"extrinsic":[11],"stimulation.":[12],"Such":[13],"a":[14,59,101,129,145],"problem,":[15],"which":[16],"is":[17,30,51],"relevant":[18],"to":[19,33,64,67,83,139,173],"applications":[20],"in":[21,169],"both":[22],"basic":[23],"neuroscience":[24],"as":[25,27],"well":[26],"brain":[28],"medicine,":[29],"challenging":[31],"due":[32],"nonlinearity":[35],"neuronal":[37,46],"dynamics":[38,93],"and":[39,94,120],"highly":[41],"unpredictable":[42],"structure":[43],"underlying":[45],"networks.":[47],"Compounding":[48],"this":[49],"difficulty":[50],"fact":[53],"that":[54,106,135],"most":[55],"neurostimulation":[56],"technologies":[57],"offer":[58],"single":[60],"degree":[61],"freedom":[63],"actuate":[65],"tens":[66],"hundreds":[68],"neurons.":[71],"To":[72],"meet":[73],"these":[74],"challenges,":[75],"here":[76],"we":[77,98],"an":[79],"adaptive,":[80],"learning-based":[81],"approach":[82,153],"neural":[85,92],"spike":[86],"trains.":[87],"Rather":[88],"than":[89],"explicitly":[90],"modeling":[91],"designing":[95],"optimal":[96],"controls,":[97],"instead":[99],"synthesize":[100],"so-called":[102],"control":[103,142],"network":[104,111,134],"(CONET)":[105],"interacts":[107],"with":[108],"spiking":[110,123,133,159],"by":[112,154],"maximizing":[113],"Shannon":[115],"mutual":[116],"information":[117],"between":[118],"it":[119,138],"realized":[122],"outputs.":[124],"Thus,":[125],"CONET":[127],"learns":[128],"representation":[130],"subsequently":[136],"allows":[137],"learn":[140],"suitable":[141],"signals":[143],"through":[144],"reinforcement-type":[146],"mechanism.":[147],"demonstrate":[149],"feasibility":[150],"networks":[156],"stochastic":[158],"neurons,":[160],"wherein":[161],"desired":[162],"patterns":[163],"are":[164],"induced":[165],"for":[166],"neuron-to-actuator":[167],"ratios":[168],"excess":[170],"10":[172],"1.":[174]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2018-08-22T00:00:00"}
