{"id":"https://openalex.org/W2110137080","doi":"https://doi.org/10.1109/ijcnn.2010.5596678","title":"Accelerated simulation of spiking neural networks using GPUs","display_name":"Accelerated simulation of spiking neural networks using GPUs","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2110137080","doi":"https://doi.org/10.1109/ijcnn.2010.5596678","mag":"2110137080"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 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/A5032865587","display_name":"Andreas Fidjeland","orcid":"https://orcid.org/0009-0005-7769-6266"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Andreas K. Fidjeland","raw_affiliation_strings":["Department of Computing, Imperial College London, London, UK","Department of Computing, Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Computing, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072322524","display_name":"Murray Shanahan","orcid":"https://orcid.org/0000-0001-5984-2964"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Murray P. Shanahan","raw_affiliation_strings":["Department of Computing, Imperial College London, London, UK","Department of Computing, Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Computing, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032865587"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":6.6387,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.97039593,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/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"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.8000826835632324},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.7512942552566528},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5897350311279297},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5560942888259888},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5284813642501831},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.4968283474445343},{"id":"https://openalex.org/keywords/biological-neuron-model","display_name":"Biological neuron model","score":0.42414480447769165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3958624303340912},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33435380458831787},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.14766651391983032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8000826835632324},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7512942552566528},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5897350311279297},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5560942888259888},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5284813642501831},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.4968283474445343},{"id":"https://openalex.org/C186565885","wikidata":"https://www.wikidata.org/wiki/Q1651163","display_name":"Biological neuron model","level":3,"score":0.42414480447769165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3958624303340912},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33435380458831787},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.14766651391983032},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596678","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1806951617","display_name":null,"funder_award_id":"EP/F033516/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W126446084","https://openalex.org/W1486852018","https://openalex.org/W1818714246","https://openalex.org/W1993792073","https://openalex.org/W2026864246","https://openalex.org/W2101765488","https://openalex.org/W2107433900","https://openalex.org/W2151542182","https://openalex.org/W2152502378","https://openalex.org/W2153287508","https://openalex.org/W2154439184","https://openalex.org/W2164653071","https://openalex.org/W2170942403","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2542565870","https://openalex.org/W4306175885","https://openalex.org/W4312604567","https://openalex.org/W4387390134","https://openalex.org/W2165312143","https://openalex.org/W4251092571","https://openalex.org/W4297619707","https://openalex.org/W2583316550","https://openalex.org/W3110622310","https://openalex.org/W3103920507"],"abstract_inverted_index":{"Spiking":[0],"neural":[1],"network":[2],"simulators":[3],"provide":[4],"environments":[5],"in":[6,33,42,51,75],"which":[7,67,92],"to":[8,26,53,118,130],"implement":[9],"and":[10,29,148],"experiment":[11],"with":[12,143],"models":[13,20],"of":[14,31,78,87,96,134,153],"biological":[15],"brain":[16],"structures.":[17],"Simulating":[18],"large-scale":[19],"is":[21,105],"computationally":[22,102],"expensive,":[23],"however,":[24],"due":[25],"the":[27,34,46,76,88],"number":[28],"interconnectedness":[30],"neurons":[32,138],"brain.":[35],"Furthermore,":[36],"where":[37],"such":[38,65],"simulations":[39,66],"are":[40],"used":[41],"an":[43],"embodied":[44],"setting,":[45],"simulation":[47,133],"must":[48],"be":[49,54],"real-time":[50,132],"order":[52],"useful.":[55],"In":[56],"this":[57],"paper":[58],"we":[59],"present":[60],"a":[61,94,125,131,149],"platform":[62],"(nemo)":[63],"for":[64],"achieves":[68],"high":[69],"performance":[70],"on":[71],"parallel":[72],"commodity":[73],"hardware":[74],"form":[77],"graphics":[79],"processing":[80],"units":[81],"(GPUs).":[82],"This":[83,128],"work":[84],"makes":[85],"use":[86],"Izhikevich":[89],"neuron":[90,147],"model":[91],"provides":[93],"range":[95],"realistic":[97],"spiking":[98],"dynamics":[99],"while":[100],"being":[101],"efficient.":[103],"Learning":[104],"facilitated":[106],"through":[107],"spike-timing":[108],"dependent":[109],"synaptic":[110],"plasticity.":[111],"Our":[112],"GPU":[113],"kernel":[114],"can":[115],"deliver":[116],"up":[117],"550":[119],"million":[120],"spikes":[121],"per":[122,146],"second":[123],"using":[124],"single":[126],"device.":[127],"corresponds":[129],"around":[135],"55":[136],"000":[137],"under":[139],"biologically":[140],"plausible":[141],"conditions":[142],"1000":[144],"synapses":[145],"mean":[150],"firing":[151],"rate":[152],"10":[154],"Hz.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":14}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}