{"id":"https://openalex.org/W2152107509","doi":"https://doi.org/10.1109/ijcnn.2012.6252440","title":"Scalable multi-precision simulation of spiking neural networks on GPU with OpenCL","display_name":"Scalable multi-precision simulation of spiking neural networks on GPU with OpenCL","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2152107509","doi":"https://doi.org/10.1109/ijcnn.2012.6252440","mag":"2152107509"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2012.6252440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2012.6252440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2012 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/A5001832704","display_name":"Dmitri Yudanov","orcid":"https://orcid.org/0009-0007-2553-6505"},"institutions":[{"id":"https://openalex.org/I4210137977","display_name":"Advanced Micro Devices (United States)","ror":"https://ror.org/04kd6c783","country_code":"US","type":"company","lineage":["https://openalex.org/I4210137977"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dmitri Yudanov","raw_affiliation_strings":["Advanced Micro Devices, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Austin, TX, USA","institution_ids":["https://openalex.org/I4210137977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018260949","display_name":"Leon Reznik","orcid":"https://orcid.org/0000-0003-4622-220X"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leon Reznik","raw_affiliation_strings":["Department of Computer Science, Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001832704"],"corresponding_institution_ids":["https://openalex.org/I4210137977"],"apc_list":null,"apc_paid":null,"fwci":1.473,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84526558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"268","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":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"}},"topics":[{"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8779550194740295},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.836588978767395},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7592771649360657},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.73567795753479},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.5839996337890625},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5734385848045349},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5511946082115173},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46942761540412903},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.44270026683807373},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3244624137878418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.275918573141098},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.26727890968322754},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.20349198579788208},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07869488000869751}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8779550194740295},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.836588978767395},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7592771649360657},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.73567795753479},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.5839996337890625},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5734385848045349},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5511946082115173},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46942761540412903},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.44270026683807373},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3244624137878418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.275918573141098},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.26727890968322754},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.20349198579788208},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07869488000869751}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2012.6252440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2012.6252440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2012 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W164384110","https://openalex.org/W647817975","https://openalex.org/W1597295622","https://openalex.org/W1717365219","https://openalex.org/W1830084546","https://openalex.org/W1923658178","https://openalex.org/W1964380532","https://openalex.org/W1992062649","https://openalex.org/W2007983873","https://openalex.org/W2017086619","https://openalex.org/W2022034272","https://openalex.org/W2026448279","https://openalex.org/W2034173946","https://openalex.org/W2043679829","https://openalex.org/W2047175607","https://openalex.org/W2048849540","https://openalex.org/W2049450123","https://openalex.org/W2058132540","https://openalex.org/W2062899906","https://openalex.org/W2075213059","https://openalex.org/W2088537971","https://openalex.org/W2106307904","https://openalex.org/W2116677989","https://openalex.org/W2126050255","https://openalex.org/W2129527568","https://openalex.org/W2141111007","https://openalex.org/W2145429730","https://openalex.org/W2146143830","https://openalex.org/W2152268716","https://openalex.org/W2164653071","https://openalex.org/W2165039583","https://openalex.org/W2168133385","https://openalex.org/W2253150578","https://openalex.org/W2289917552","https://openalex.org/W2394611731","https://openalex.org/W2473914111","https://openalex.org/W4301521499","https://openalex.org/W6635709625","https://openalex.org/W6638477104","https://openalex.org/W6696739176","https://openalex.org/W6711757411"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W2792081825"],"abstract_inverted_index":{"Biologically-realistic":[0],"multi-precision":[1],"spiking":[2],"neural":[3],"network":[4],"(SNN)":[5],"simulation":[6],"is":[7,53],"designed":[8],"and":[9,37,44,48,66,72],"implemented":[10],"on":[11],"a":[12,57],"new":[13],"GPU":[14,38,51,65],"device":[15],"Radeon\u2122":[16],"HD":[17],"7970":[18],"using":[19],"OpenCL":[20],"framework.":[21],"The":[22,50],"implementation":[23],"aims":[24],"to":[25,61,74],"investigate":[26],"the":[27],"role":[28],"of":[29,55],"time":[30],"precision":[31],"in":[32],"simulated":[33],"SNNs.":[34],"Simulation":[35,42],"methods":[36],"platforms":[39],"are":[40,46,69],"reviewed.":[41],"model":[43,52],"process":[45],"presented":[47],"analyzed.":[49],"capable":[54],"simulating":[56],"SNN":[58],"with":[59],"up":[60],"two":[62],"million":[63],"neurons.":[64],"CPU":[67],"results":[68],"directly":[70],"verified":[71],"found":[73],"match":[75],"exactly.":[76]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
