{"id":"https://openalex.org/W2510484252","doi":"https://doi.org/10.1109/ijcnn.2017.7965835","title":"The art of scaling up : A computational account on action selection in basal ganglia","display_name":"The art of scaling up : A computational account on action selection in basal ganglia","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2510484252","doi":"https://doi.org/10.1109/ijcnn.2017.7965835","mag":"2510484252"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7965835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5054723821","display_name":"Bhargav Teja Nallapu","orcid":"https://orcid.org/0000-0001-6368-8509"},"institutions":[{"id":"https://openalex.org/I4210115303","display_name":"Moscow University \u00abSynergy\u00bb","ror":"https://ror.org/028mtfb17","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210115303"]},{"id":"https://openalex.org/I4210131512","display_name":"Centre Inria de l'universit\u00e9 de Bordeaux","ror":"https://ror.org/03tjcj052","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210131512"]},{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["FR","IN","RU"],"is_corresponding":true,"raw_author_name":"Bhargav Teja Nallapu","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest, France","International Institute of Information Technology, Hyderabad","Mnemonic Synergy","International Institute of Information Technology, Hyderabad [Hyderabad]"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest, France","institution_ids":["https://openalex.org/I4210131512"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"Mnemonic Synergy","institution_ids":["https://openalex.org/I4210115303"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad [Hyderabad]","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049423985","display_name":"Raju S. Bapi","orcid":"https://orcid.org/0000-0003-2204-0890"},"institutions":[{"id":"https://openalex.org/I3130035786","display_name":"University Ucinf","ror":"https://ror.org/02cs9pv18","country_code":"CL","type":"education","lineage":["https://openalex.org/I3130035786"]},{"id":"https://openalex.org/I36893310","display_name":"University of Hyderabad","ror":"https://ror.org/04a7rxb17","country_code":"IN","type":"education","lineage":["https://openalex.org/I36893310"]},{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["CL","IN"],"is_corresponding":false,"raw_author_name":"Bapi Raju Surampudi","raw_affiliation_strings":["International Institute of Information Technology, Hyderabad","School of Computer and Information Sciences, University of Hyderabad","Universit\u00e9 d'Hyderabad","International Institute of Information Technology, Hyderabad [Hyderabad]"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"School of Computer and Information Sciences, University of Hyderabad","institution_ids":["https://openalex.org/I3130035786","https://openalex.org/I36893310"]},{"raw_affiliation_string":"Universit\u00e9 d'Hyderabad","institution_ids":["https://openalex.org/I36893310"]},{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad [Hyderabad]","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"last","author":{"id":null,"display_name":"Nicolas P. Rougier","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210087077","display_name":"Institut des Maladies Neurod\u00e9g\u00e9n\u00e9ratives","ror":"https://ror.org/001695n52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210087077","https://openalex.org/I4210096427"]},{"id":"https://openalex.org/I4210115303","display_name":"Moscow University \u00abSynergy\u00bb","ror":"https://ror.org/028mtfb17","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210115303"]},{"id":"https://openalex.org/I4210131512","display_name":"Centre Inria de l'universit\u00e9 de Bordeaux","ror":"https://ror.org/03tjcj052","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210131512"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR","RU"],"is_corresponding":false,"raw_author_name":"Nicolas P. Rougier","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest, France","LaBRI, UMR 5800, Universit de Bordeaux, France","UMR 5293, Universit de Bordeaux, Bordeaux, France","Mnemonic Synergy"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest, France","institution_ids":["https://openalex.org/I4210131512"]},{"raw_affiliation_string":"LaBRI, UMR 5800, Universit de Bordeaux, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"UMR 5293, Universit de Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I4210087077","https://openalex.org/I15057530"]},{"raw_affiliation_string":"Mnemonic Synergy","institution_ids":["https://openalex.org/I4210115303"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054723821"],"corresponding_institution_ids":["https://openalex.org/I4210115303","https://openalex.org/I4210131512","https://openalex.org/I64189192"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00234028,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":null,"first_page":"52","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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":0.9998999834060669,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994000196456909,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9986000061035156,"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/basal-ganglia","display_name":"Basal ganglia","score":0.7254446744918823},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5954746007919312},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.587883710861206},{"id":"https://openalex.org/keywords/action-selection","display_name":"Action selection","score":0.5496731996536255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5423903465270996},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.49017128348350525},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3561045825481415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3452322483062744},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24132874608039856},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20134279131889343},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1542912721633911},{"id":"https://openalex.org/keywords/central-nervous-system","display_name":"Central nervous system","score":0.07442650198936462},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06861129403114319}],"concepts":[{"id":"https://openalex.org/C2778187257","wikidata":"https://www.wikidata.org/wiki/Q464210","display_name":"Basal ganglia","level":3,"score":0.7254446744918823},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5954746007919312},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.587883710861206},{"id":"https://openalex.org/C166109690","wikidata":"https://www.wikidata.org/wiki/Q4677422","display_name":"Action selection","level":3,"score":0.5496731996536255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5423903465270996},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.49017128348350525},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3561045825481415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3452322483062744},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24132874608039856},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20134279131889343},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1542912721633911},{"id":"https://openalex.org/C529278444","wikidata":"https://www.wikidata.org/wiki/Q47273","display_name":"Central nervous system","level":2,"score":0.07442650198936462},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06861129403114319},{"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/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7965835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1785139398","https://openalex.org/W1950797310","https://openalex.org/W1970994015","https://openalex.org/W2008095538","https://openalex.org/W2021544751","https://openalex.org/W2037826508","https://openalex.org/W2054639316","https://openalex.org/W2104266030","https://openalex.org/W2121810519","https://openalex.org/W2128238934","https://openalex.org/W2146292423","https://openalex.org/W2286077412","https://openalex.org/W2300516620","https://openalex.org/W2435701442","https://openalex.org/W6666957597","https://openalex.org/W6683968970","https://openalex.org/W6687426975"],"related_works":["https://openalex.org/W2105892294","https://openalex.org/W2888570661","https://openalex.org/W2897576008","https://openalex.org/W1899215595","https://openalex.org/W2307832784","https://openalex.org/W2417473972","https://openalex.org/W2108112111","https://openalex.org/W1984428377","https://openalex.org/W2613350826","https://openalex.org/W2060421996"],"abstract_inverted_index":{"What":[0],"makes":[1],"a":[2,23,36,54,66,87,119,152,165],"computational":[3,153],"neuronal":[4,121],"model":[5,110],"`large":[6],"scale'?":[7],"Is":[8],"it":[9],"the":[10,16,27,44,47,74,81,98,106],"number":[11,17],"of":[12,18,26,38,72,83,125],"neurons":[13],"modeled?":[14],"Or":[15],"brain":[19,40],"regions":[20],"modeled":[21],"in":[22,35,105,133,146,151],"network?":[24],"Most":[25],"higher":[28],"cognitive":[29],"processes":[30],"span":[31],"across":[32],"co-ordinated":[33],"activity":[34,101],"network":[37],"different":[39],"areas.":[41],"However":[42],"at":[43,53],"same":[45],"time,":[46],"basic":[48],"information":[49],"transfer":[50],"takes":[51],"place":[52],"single":[55],"neuron":[56],"level,":[57],"together":[58],"with":[59,118],"multiple":[60],"other":[61],"neurons.":[62],"We":[63],"explore":[64],"modeling":[65],"neural":[67,89,100,131,160],"system":[68],"involving":[69],"some":[70],"areas":[71],"cortex,":[73],"basal":[75],"ganglia":[76],"(BG)":[77],"and":[78,139,158],"thalamus":[79],"for":[80],"process":[82],"decision":[84],"making,":[85],"using":[86],"large-scale":[88,168],"engineering":[90],"framework,":[91],"Nengo.":[92],"Early":[93],"results":[94],"tend":[95],"to":[96,128,167],"replicate":[97],"known":[99],"patterns":[102],"as":[103],"found":[104],"previous":[107],"action":[108],"selection":[109],"by":[111],"Guthrie":[112],"et":[113,136,141],"al.":[114,137,142],"2013,":[115],"besides":[116],"operating":[117],"larger":[120],"populations.":[122],"The":[123],"power":[124],"converting":[126],"algorithms":[127],"efficiently":[129],"weighed":[130],"networks":[132],"Nengo":[134],"(Stewart":[135],"2009":[138],"Bekolay":[140],"2013)":[143],"is":[144],"exploited":[145],"this":[147],"work.":[148],"Crucial":[149],"aspects":[150],"model,":[154,169],"like":[155],"parameter":[156],"tuning":[157],"detailed":[159],"implementations,":[161],"while":[162],"moving":[163],"from":[164],"simplistic":[166],"are":[170],"studied.":[171]},"counts_by_year":[],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2016-09-16T00:00:00"}