{"id":"https://openalex.org/W2099550634","doi":"https://doi.org/10.1109/ijcnn.2009.5178969","title":"GPU-based simulation of cellular neural networks for image processing","display_name":"GPU-based simulation of cellular neural networks for image processing","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2099550634","doi":"https://doi.org/10.1109/ijcnn.2009.5178969","mag":"2099550634"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2009.5178969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5178969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10355/9206","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109500813","display_name":"Ryanne Dolan","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Dolan","raw_affiliation_strings":["Ryanne Dolan and Guilherme DeSouza, University of Missouri, Columbia, MO, USA","Vision-Guided and Intelligent Robotics Laboratory, University of Missouri, Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryanne Dolan and Guilherme DeSouza, University of Missouri, Columbia, MO, USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Vision-Guided and Intelligent Robotics Laboratory, University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087052762","display_name":"Glenn DeSouza","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. DeSouza","raw_affiliation_strings":["Ryanne Dolan and Guilherme DeSouza, University of Missouri, Columbia, MO, USA","Vision-Guided and Intelligent Robotics Laboratory, University of Missouri, Columbia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryanne Dolan and Guilherme DeSouza, University of Missouri, Columbia, MO, USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Vision-Guided and Intelligent Robotics Laboratory, University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76835614"],"apc_list":null,"apc_paid":null,"fwci":3.2436,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93452277,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"730","last_page":"735"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12162","display_name":"Cellular Automata and Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9934999942779541,"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":0.8526349663734436},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6378231048583984},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.6207224130630493},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5632146596908569},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5571573972702026},{"id":"https://openalex.org/keywords/cellular-neural-network","display_name":"Cellular neural network","score":0.5469378232955933},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5447670817375183},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.534843385219574},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5202135443687439},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.48558515310287476},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48250675201416016},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4796074628829956},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4629133343696594},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45193421840667725},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4392507076263428},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.4355882704257965},{"id":"https://openalex.org/keywords/abstraction-layer","display_name":"Abstraction layer","score":0.4151632785797119},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3908320367336273},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3606080114841461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33235377073287964},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16460207104682922},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09061777591705322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8526349663734436},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6378231048583984},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.6207224130630493},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5632146596908569},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5571573972702026},{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.5469378232955933},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5447670817375183},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.534843385219574},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5202135443687439},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.48558515310287476},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48250675201416016},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4796074628829956},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4629133343696594},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45193421840667725},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4392507076263428},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.4355882704257965},{"id":"https://openalex.org/C147358964","wikidata":"https://www.wikidata.org/wiki/Q1200992","display_name":"Abstraction layer","level":3,"score":0.4151632785797119},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3908320367336273},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3606080114841461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33235377073287964},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16460207104682922},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09061777591705322},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2009.5178969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5178969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},{"id":"pmh:oai:mospace.umsystem.edu:10355/9206","is_oa":true,"landing_page_url":"http://hdl.handle.net/10355/9206","pdf_url":null,"source":{"id":"https://openalex.org/S4306400929","display_name":"MOspace Institutional Repository (University of Missouri)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I76835614","host_organization_name":"University of Missouri","host_organization_lineage":["https://openalex.org/I76835614"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:mospace.umsystem.edu:10355/9206","is_oa":true,"landing_page_url":"http://hdl.handle.net/10355/9206","pdf_url":null,"source":{"id":"https://openalex.org/S4306400929","display_name":"MOspace Institutional Repository (University of Missouri)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I76835614","host_organization_name":"University of Missouri","host_organization_lineage":["https://openalex.org/I76835614"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W197141027","https://openalex.org/W639538290","https://openalex.org/W1553515266","https://openalex.org/W1555159951","https://openalex.org/W1883407008","https://openalex.org/W2028499920","https://openalex.org/W2070564056","https://openalex.org/W2100579404","https://openalex.org/W2121739905","https://openalex.org/W2154534811","https://openalex.org/W2162289995","https://openalex.org/W2170901118","https://openalex.org/W2487295360","https://openalex.org/W4301030546"],"related_works":["https://openalex.org/W3062287","https://openalex.org/W2380390332","https://openalex.org/W2742145873","https://openalex.org/W4245975140","https://openalex.org/W2532592438","https://openalex.org/W1977763331","https://openalex.org/W2062253548","https://openalex.org/W4225414539","https://openalex.org/W4289522463","https://openalex.org/W4318483369"],"abstract_inverted_index":{"The":[0,41,53],"inherent":[1],"massive":[2,24],"parallelism":[3],"of":[4,38,59,83,89],"cellular":[5,50,84],"neural":[6,51],"networks":[7],"makes":[8],"them":[9],"an":[10],"ideal":[11],"computational":[12],"platform":[13],"for":[14],"kernel-based":[15],"algorithms":[16,33],"and":[17,81,104],"image":[18,68,111],"processing.":[19],"General-purpose":[20],"GPUs":[21,95],"provide":[22],"similar":[23],"parallelism,":[25],"but":[26],"it":[27],"can":[28,96],"be":[29,97],"difficult":[30],"to":[31,34,77,99,109],"design":[32],"make":[35],"optimal":[36],"use":[37],"the":[39,79,90],"hardware.":[40],"presented":[42],"research":[43,103],"includes":[44],"a":[45,56,106],"GPU":[46],"abstraction":[47,54],"based":[48],"on":[49,86],"networks.":[52],"offers":[55],"simplified":[57],"view":[58],"massively":[60],"parallel":[61],"computation":[62,85],"which":[63],"remains":[64],"reasonably":[65],"efficient.":[66],"An":[67],"processing":[69,112],"library":[70,91],"with":[71],"visualization":[72],"software":[73],"has":[74],"been":[75],"developed":[76],"showcase":[78],"flexibility":[80],"power":[82],"GPUs.":[87],"Benchmarks":[88],"indicate":[92],"that":[93],"commodity":[94],"used":[98],"significantly":[100],"accelerate":[101],"CNN":[102],"offer":[105],"viable":[107],"alternative":[108],"CPU-based":[110],"algorithms.":[113]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}