{"id":"https://openalex.org/W1536041836","doi":"https://doi.org/10.1109/acc.2015.7171117","title":"Designing closed-loop brain-machine interfaces with network of spiking neurons using MPC strategy","display_name":"Designing closed-loop brain-machine interfaces with network of spiking neurons using MPC strategy","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1536041836","doi":"https://doi.org/10.1109/acc.2015.7171117","mag":"1536041836"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7171117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7171117","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","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/A5033310298","display_name":"Hongguang Pan","orcid":"https://orcid.org/0000-0002-0390-6188"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongguang Pan","raw_affiliation_strings":["Department of Automation, Xian Jiaotong University, Xian","Department of Automation, School of Electronic and Information Engineering, Xian Jiaotong University, 710049, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Xian Jiaotong University, Xian","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Automation, School of Electronic and Information Engineering, Xian Jiaotong University, 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011141557","display_name":"Baocang Ding","orcid":"https://orcid.org/0000-0002-9864-1791"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baocang Ding","raw_affiliation_strings":["Department of Automation, Xian Jiaotong University, Xian","Department of Automation, School of Electronic and Information Engineering, Xian Jiaotong University, 710049, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Xian Jiaotong University, Xian","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Automation, School of Electronic and Information Engineering, Xian Jiaotong University, 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040197045","display_name":"Weimin Zhong","orcid":"https://orcid.org/0000-0002-4285-4739"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Zhong","raw_affiliation_strings":["Ministry of Education, East China University of Science and Technology, Shanghai","[Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China.]"],"affiliations":[{"raw_affiliation_string":"Ministry of Education, East China University of Science and Technology, Shanghai","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"[Key Laboratory of Advanced Control and Optimization for Chemical Processes, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China.]","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007303165","display_name":"Gautam Kumar","orcid":"https://orcid.org/0000-0002-0135-1991"},"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":"Gautam Kumar","raw_affiliation_strings":["Department of Electrical and Systems Engineering, Washington University, St. Louis, MO, U.S.A","Department of Electrical and Systems Engineering, Washington University in St. Louis, MO 63130, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Washington University, St. Louis, MO, U.S.A","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Washington University in St. Louis, MO 63130, U.S.A","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023162180","display_name":"Mayuresh V. Kothare","orcid":"https://orcid.org/0000-0001-7681-7445"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mayuresh V. Kothare","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, Lehigh University, Bethlehem, PA, U.S.A","Department of Chemical and Biomolecular Engineering, Lehigh University, Bethlehem, PA 18015, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, Lehigh University, Bethlehem, PA, U.S.A","institution_ids":["https://openalex.org/I186143895"]},{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, Lehigh University, Bethlehem, PA 18015, U.S.A","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033310298"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.8065,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.70237873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"2543","last_page":"2548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.7372076511383057},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6535465717315674},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5944841504096985},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5852451324462891},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.504864513874054},{"id":"https://openalex.org/keywords/integer","display_name":"Integer (computer science)","score":0.4710295796394348},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.46903547644615173},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.46452486515045166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34311729669570923},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.25633594393730164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23500138521194458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7372076511383057},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6535465717315674},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5944841504096985},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5852451324462891},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.504864513874054},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.4710295796394348},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.46903547644615173},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.46452486515045166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34311729669570923},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25633594393730164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23500138521194458},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2015.7171117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7171117","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310365","display_name":"Lehigh University","ror":"https://ror.org/012afjb06"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W345956458","https://openalex.org/W1973242416","https://openalex.org/W1979255915","https://openalex.org/W1989900643","https://openalex.org/W2003157710","https://openalex.org/W2037567991","https://openalex.org/W2043679829","https://openalex.org/W2062159891","https://openalex.org/W2078392428","https://openalex.org/W2101656718","https://openalex.org/W2111268077","https://openalex.org/W2114793478","https://openalex.org/W2117151438","https://openalex.org/W2126319939","https://openalex.org/W2134973295","https://openalex.org/W2139386984","https://openalex.org/W2152645758","https://openalex.org/W2153787766","https://openalex.org/W2165299997","https://openalex.org/W2165449323","https://openalex.org/W2169645738","https://openalex.org/W2171431653","https://openalex.org/W4238614602","https://openalex.org/W4299822097"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2914170859","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618"],"abstract_inverted_index":{"Brain-machine":[0],"interfaces":[1],"(BMIs)":[2],"are":[3,91,188],"human-machine":[4],"integration":[5],"systems":[6],"that":[7,70,192],"provide":[8],"an":[9,35,100,121],"interface":[10],"between":[11],"the":[12,23,57,95,106,131,141,178,183,193,198,205,208],"brain":[13],"and":[14,85,120,150],"a":[15,62,66,79,86,159],"machine":[16],"to":[17,93,127,153,172,190],"sense":[18],"cortical":[19],"neuronal":[20,54],"activity":[21,55],"for":[22],"purpose":[24],"of":[25,38,59,88,108,137,207,214],"restoring":[26],"impaired":[27],"motor":[28],"tasks.":[29],"In":[30,156],"our":[31],"previous":[32],"work":[33],"[1],":[34],"optimal":[36],"design":[37],"BMIs":[39,211],"based":[40,113],"on":[41,53,114],"artificial":[42,101],"sensory":[43,102],"feedback":[44,97,103],"was":[45],"developed":[46],"using":[47,105],"model":[48,115],"predictive":[49,116],"control":[50,117],"which":[51],"relied":[52],"in":[56,75],"form":[58],"spiking.":[60],"From":[61],"real":[63],"implementation":[64],"perspective,":[65],"more":[67],"generalized":[68],"framework":[69,104],"utilizes":[71],"spiking":[72,89,109],"is":[73,111,124,135,151,170],"proposed":[74],"this":[76,128,157,174],"paper.":[77],"Specifically,":[78],"charge-balanced":[80,132],"intra-cortical":[81],"micro-stimulation":[82],"(ICMS)":[83],"current":[84,134],"network":[87,107],"neurons":[90,110],"adopted":[92],"compensate":[94],"lost":[96],"information.":[98],"Next,":[99],"designed":[112,189,209],"(MPC)":[118],"strategy,":[119],"optimization":[122,142,167,175],"problem":[123,143],"formulated":[125],"according":[126],"framework.":[129],"Since":[130],"ICMS":[133],"composed":[136],"several":[138],"integer":[139,147],"parameters,":[140],"also":[144],"includes":[145],"some":[146],"decision":[148,194],"variables":[149,195],"hard":[152],"be":[154],"solved.":[155],"paper,":[158],"heuristic":[160],"population-based":[161],"search":[162],"algorithm":[163,169],"called":[164],"particle":[165],"swarm":[166],"(PSO)":[168],"used":[171],"solve":[173],"problem.":[176],"Considering":[177],"updated":[179],"particles":[180],"may":[181],"violate":[182],"input":[184,199],"constraints,":[185],"additional":[186],"constraints":[187],"guarantee":[191],"can":[196],"satisfy":[197],"constraints.":[200],"Finally,":[201],"simulation":[202],"results":[203],"show":[204],"effectiveness":[206],"closed-loop":[210],"during":[212],"recovery":[213],"natural":[215],"performance.":[216]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
