{"id":"https://openalex.org/W2292582435","doi":"https://doi.org/10.1109/socc.2015.7406928","title":"An accelerator for classification using radial basis function neural network","display_name":"An accelerator for classification using radial basis function neural network","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2292582435","doi":"https://doi.org/10.1109/socc.2015.7406928","mag":"2292582435"},"language":"en","primary_location":{"id":"doi:10.1109/socc.2015.7406928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socc.2015.7406928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 28th IEEE International System-on-Chip Conference (SOCC)","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/A5101921235","display_name":"Mahnaz Mohammadi","orcid":"https://orcid.org/0000-0001-8007-6926"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mahnaz Mohammadi","raw_affiliation_strings":["Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042169564","display_name":"Rohit Ronge","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohit Ronge","raw_affiliation_strings":["Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024682914","display_name":"Jayesh Ramesh Chandiramani","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayesh Ramesh Chandiramani","raw_affiliation_strings":["Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":null,"display_name":"Soumitra Nandy","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumitra Nandy","raw_affiliation_strings":["Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101921235"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":1.3354,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87100783,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9976000189781189,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8136489987373352},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7711601257324219},{"id":"https://openalex.org/keywords/datapath","display_name":"Datapath","score":0.7596928477287292},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7119494676589966},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5188485383987427},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.48991936445236206},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.47808146476745605},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44542187452316284},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4403197765350342},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.430658221244812},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.4217476546764374},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42012926936149597},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.360740602016449},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3220827281475067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19859272241592407},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13813388347625732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8136489987373352},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7711601257324219},{"id":"https://openalex.org/C2781198647","wikidata":"https://www.wikidata.org/wiki/Q1633673","display_name":"Datapath","level":2,"score":0.7596928477287292},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7119494676589966},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5188485383987427},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.48991936445236206},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.47808146476745605},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44542187452316284},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4403197765350342},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.430658221244812},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.4217476546764374},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42012926936149597},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.360740602016449},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3220827281475067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19859272241592407},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13813388347625732},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/socc.2015.7406928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socc.2015.7406928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 28th IEEE International System-on-Chip Conference (SOCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.iisc.ac.in:54621","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196309","display_name":"NOT FOUND REPOSITORY (Indian Institute of Science Bangalore)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2005056269","https://openalex.org/W2028166238","https://openalex.org/W2110612559","https://openalex.org/W2123654193","https://openalex.org/W2169479409","https://openalex.org/W3033496451","https://openalex.org/W3140857609"],"related_works":["https://openalex.org/W1580556151","https://openalex.org/W2144463068","https://openalex.org/W2185915791","https://openalex.org/W2129565950","https://openalex.org/W37969803","https://openalex.org/W2120705320","https://openalex.org/W1996820488","https://openalex.org/W2154356865","https://openalex.org/W2158030625","https://openalex.org/W2169479409"],"abstract_inverted_index":{"A":[0],"scalable":[1],"and":[2,88,112,133],"reconfigurable":[3,33],"architecture":[4],"for":[5,76],"accelerating":[6],"classification":[7,77],"using":[8,78,99],"Radial":[9],"Basis":[10],"Function":[11],"Neural":[12],"Network":[13],"(RBFNN)":[14],"is":[15,39,52,68,107],"presented":[16],"in":[17],"this":[18,63],"paper.":[19],"The":[20,41,90],"proposed":[21],"accelerator":[22],"comprises":[23],"a":[24,65,72],"set":[25],"of":[26,43,59,86,92,97,115,122],"interconnected":[27],"HyperCells,":[28],"which":[29,36,70],"serve":[30],"as":[31,104],"the":[32,37,56,84],"datapath":[34],"on":[35,49,83,95,128],"RBFNN":[38,44,93],"realized.":[40],"dimensions":[42,85],"that":[45],"can":[46],"be":[47],"supported":[48],"implemented":[50,94],"design":[51],"limited":[53],"due":[54],"to":[55],"fixed":[57],"number":[58],"HyperCells.":[60],"To":[61],"resolve":[62],"limitation,":[64],"folding":[66],"strategy":[67],"discussed":[69],"provides":[71],"generic":[73],"hardware":[74],"solution":[75],"RBFNN,":[79],"with":[80,109],"no":[81],"constraint":[82],"inputs":[87],"outputs.":[89],"performance":[91],"network":[96],"HyperCells":[98],"Xilinx":[100],"Virtex":[101],"7":[102],"XC7V2000T":[103],"target":[105],"FPGA":[106],"compared":[108],"software":[110,126],"implementation":[111,114,127],"GPU":[113,136],"RBFNN.":[116],"Our":[117],"results":[118],"show":[119],"speed":[120],"up":[121],"1.91X-15.94X":[123],"over":[124,135],"equivalent":[125],"Intel":[129],"Core":[130],"2":[131],"Quad":[132],"1.33X-14.6X":[134],"(NVIDIA":[137],"GTX650).":[138]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}