{"id":"https://openalex.org/W2018910089","doi":"https://doi.org/10.1109/aspdac.2014.6742952","title":"GPGPU accelerated simulation and parameter tuning for neuromorphic applications","display_name":"GPGPU accelerated simulation and parameter tuning for neuromorphic applications","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2018910089","doi":"https://doi.org/10.1109/aspdac.2014.6742952","mag":"2018910089"},"language":"en","primary_location":{"id":"doi:10.1109/aspdac.2014.6742952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aspdac.2014.6742952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC)","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/A5062887120","display_name":"Kristofor D. Carlson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kristofor D. Carlson","raw_affiliation_strings":["Department of Cognitive Sciences, School of Social Sciences University of California, Irvine, Irvine, CA","[Department of Cognitive Science, University of California Irvine, Irvine, CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Sciences, School of Social Sciences University of California, Irvine, Irvine, CA","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"]},{"raw_affiliation_string":"[Department of Cognitive Science, University of California Irvine, Irvine, CA, USA]","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075606209","display_name":"Michael Beyeler","orcid":"https://orcid.org/0000-0001-5233-844X"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Beyeler","raw_affiliation_strings":["Department of Computer Science, Bren School of Information and Computer Sciences University of California, Irvine, Irvine, CA","Department of Computer Science, University of California, Irvine, Irvine, CA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bren School of Information and Computer Sciences University of California, Irvine, Irvine, CA","institution_ids":["https://openalex.org/I4210140791","https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, Irvine, CA, USA#TAB#","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007817952","display_name":"Nikil Dutt","orcid":"https://orcid.org/0000-0002-3060-8119"},"institutions":[{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikil Dutt","raw_affiliation_strings":["Department of Computer Science, Bren School of Information and Computer Sciences University of California, Irvine, Irvine, CA","Department of Computer Science, University of California, Irvine, Irvine, CA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bren School of Information and Computer Sciences University of California, Irvine, Irvine, CA","institution_ids":["https://openalex.org/I4210140791","https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, Irvine, CA, USA#TAB#","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011585098","display_name":"Jeffrey L. Krichmar","orcid":"https://orcid.org/0000-0003-0739-2468"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey L. Krichmar","raw_affiliation_strings":["Department of Computer Science, Bren School of Information and Computer Sciences University of California, Irvine, Irvine, CA","[Department of Cognitive Science, University of California Irvine, Irvine, CA, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bren School of Information and Computer Sciences University of California, Irvine, Irvine, CA","institution_ids":["https://openalex.org/I4210140791","https://openalex.org/I204250578"]},{"raw_affiliation_string":"[Department of Cognitive Science, University of California Irvine, Irvine, CA, USA]","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062887120"],"corresponding_institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"],"apc_list":null,"apc_paid":null,"fwci":1.0467,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79813087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"570","last_page":"577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9984999895095825,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9983999729156494,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9643039107322693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7983373403549194},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.7441978454589844},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5649092197418213},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5119934678077698},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.46578848361968994},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4446891248226166},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41747602820396423},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.383976012468338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34958913922309875},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.07813754677772522}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9643039107322693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7983373403549194},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7441978454589844},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5649092197418213},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5119934678077698},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.46578848361968994},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4446891248226166},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41747602820396423},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.383976012468338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34958913922309875},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.07813754677772522},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aspdac.2014.6742952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aspdac.2014.6742952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC)","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W198519278","https://openalex.org/W345956458","https://openalex.org/W1486735428","https://openalex.org/W1489333352","https://openalex.org/W1568532871","https://openalex.org/W1964659356","https://openalex.org/W1972342515","https://openalex.org/W1988878611","https://openalex.org/W1990435626","https://openalex.org/W1993792073","https://openalex.org/W1995103718","https://openalex.org/W1996216710","https://openalex.org/W2006312249","https://openalex.org/W2007815184","https://openalex.org/W2007983873","https://openalex.org/W2009403011","https://openalex.org/W2016708835","https://openalex.org/W2018027127","https://openalex.org/W2018904782","https://openalex.org/W2033147674","https://openalex.org/W2040429262","https://openalex.org/W2043679829","https://openalex.org/W2058132540","https://openalex.org/W2064026483","https://openalex.org/W2065261386","https://openalex.org/W2066599320","https://openalex.org/W2069552454","https://openalex.org/W2071007053","https://openalex.org/W2081364575","https://openalex.org/W2081986990","https://openalex.org/W2087861759","https://openalex.org/W2092618119","https://openalex.org/W2108157916","https://openalex.org/W2112408199","https://openalex.org/W2112796928","https://openalex.org/W2115582366","https://openalex.org/W2115900486","https://openalex.org/W2116017529","https://openalex.org/W2117120818","https://openalex.org/W2129066464","https://openalex.org/W2129936377","https://openalex.org/W2135832730","https://openalex.org/W2138298013","https://openalex.org/W2140886546","https://openalex.org/W2143628939","https://openalex.org/W2150871235","https://openalex.org/W2152268716","https://openalex.org/W2152502378","https://openalex.org/W2153041354","https://openalex.org/W2153287508","https://openalex.org/W2154439184","https://openalex.org/W2158766867","https://openalex.org/W2164653071","https://openalex.org/W2188850810","https://openalex.org/W2256179401","https://openalex.org/W2527952773","https://openalex.org/W2585198072","https://openalex.org/W4238614602","https://openalex.org/W4256257554","https://openalex.org/W4285719527","https://openalex.org/W4300178288","https://openalex.org/W6652597119","https://openalex.org/W6673463086","https://openalex.org/W6682459074"],"related_works":["https://openalex.org/W3089892344","https://openalex.org/W4386227293","https://openalex.org/W4313442939","https://openalex.org/W4372267706","https://openalex.org/W2885510266","https://openalex.org/W2960220682","https://openalex.org/W4288055417","https://openalex.org/W4287758233","https://openalex.org/W4205804651","https://openalex.org/W3023142506"],"abstract_inverted_index":{"Neuromorphic":[0],"engineering":[1],"takes":[2],"inspiration":[3],"from":[4],"biology":[5],"to":[6,19,55,89,118],"design":[7,23,77],"brain-like":[8],"systems":[9,28],"that":[10,51,110],"are":[11],"extremely":[12],"low-power,":[13],"fault-tolerant,":[14],"and":[15,37,58,65,93,115,126,140,148],"capable":[16],"of":[17,24,33,78,87,137,150],"adaptation":[18],"complex":[20],"environments.":[21],"The":[22],"these":[25],"artificial":[26],"nervous":[27],"involves":[29],"both":[30],"the":[31,38,76,79,83,100,112,123,135,145],"development":[32,39,136],"neuromorphic":[34,40,138],"hardware":[35,141],"devices":[36],"simulation":[41,49,80,113,124],"tools.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46,103],"describe":[47,94],"a":[48],"environment":[50,81,114,125],"can":[52,133],"be":[53],"used":[54],"design,":[56,146],"construct,":[57],"run":[59],"spiking":[60],"neural":[61],"networks":[62],"(SNNs)":[63],"quickly":[64],"efficiently":[66],"using":[67,99],"graphics":[68],"processing":[69,85],"units":[70],"(GPUs).":[71],"We":[72,121],"then":[73],"explain":[74],"how":[75],"utilizes":[82,111],"parallel":[84],"power":[86],"GPUs":[88],"simulate":[90],"large-scale":[91],"SNNs":[92,151],"recent":[95],"modeling":[96],"experiments":[97],"performed":[98],"simulator.":[101],"Finally,":[102],"present":[104],"an":[105,152],"automated":[106],"parameter":[107,128],"tuning":[108,129,149],"framework":[109,130],"evolutionary":[116],"algorithms":[117],"tune":[119],"SNNs.":[120],"believe":[122],"associated":[127],"presented":[131],"here":[132],"accelerate":[134],"software":[139],"applications":[142],"by":[143],"making":[144],"construction,":[147],"easier":[153],"task.":[154]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
