{"id":"https://openalex.org/W2041713518","doi":"https://doi.org/10.1109/ispacs.2011.6146080","title":"Automatic generation of hardware self-organizing map for FPGA implementation","display_name":"Automatic generation of hardware self-organizing map for FPGA implementation","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W2041713518","doi":"https://doi.org/10.1109/ispacs.2011.6146080","mag":"2041713518"},"language":"en","primary_location":{"id":"doi:10.1109/ispacs.2011.6146080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs.2011.6146080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Symposium on Intelligent Signal Processing and Communications Systems (ISPACS)","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/A5104083048","display_name":"Kota Yamamoto","orcid":null},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kota Yamamoto","raw_affiliation_strings":["Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","institution_ids":["https://openalex.org/I56624758"]},{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080420102","display_name":"Yoshiro Oba","orcid":null},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiro Oba","raw_affiliation_strings":["Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","institution_ids":["https://openalex.org/I56624758"]},{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079892326","display_name":"Zuiko Rikuhashi","orcid":null},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zuiko Rikuhashi","raw_affiliation_strings":["Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","institution_ids":["https://openalex.org/I56624758"]},{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030372589","display_name":"Hiroomi Hikawa","orcid":"https://orcid.org/0000-0003-2609-3500"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroomi Hikawa","raw_affiliation_strings":["Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, Suita-shi, Osaka, Japan","institution_ids":["https://openalex.org/I56624758"]},{"raw_affiliation_string":"Graduate School of Science and Engineering, Kansai University, 3-3-35 Yamate-cho, Suita-shi, Osaka 564-8680, Japan#TAB#","institution_ids":["https://openalex.org/I56624758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09990709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"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":0.9993000030517578,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.972599983215332,"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/self-organizing-map","display_name":"Self-organizing map","score":0.8887475728988647},{"id":"https://openalex.org/keywords/vhdl","display_name":"VHDL","score":0.8253161907196045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8202303647994995},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7479727864265442},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5956712365150452},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.5746381282806396},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.530444324016571},{"id":"https://openalex.org/keywords/hardware-description-language","display_name":"Hardware description language","score":0.5153500437736511},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.48981115221977234},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4846116006374359},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.44746264815330505},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.38148438930511475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36892688274383545},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34727421402931213},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32306426763534546},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14722955226898193},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1413431167602539}],"concepts":[{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.8887475728988647},{"id":"https://openalex.org/C36941000","wikidata":"https://www.wikidata.org/wiki/Q209455","display_name":"VHDL","level":3,"score":0.8253161907196045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8202303647994995},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7479727864265442},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5956712365150452},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.5746381282806396},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.530444324016571},{"id":"https://openalex.org/C42143788","wikidata":"https://www.wikidata.org/wiki/Q173341","display_name":"Hardware description language","level":3,"score":0.5153500437736511},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.48981115221977234},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4846116006374359},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.44746264815330505},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.38148438930511475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36892688274383545},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34727421402931213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32306426763534546},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14722955226898193},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1413431167602539},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispacs.2011.6146080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs.2011.6146080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Symposium on Intelligent Signal Processing and Communications Systems (ISPACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1557199452","https://openalex.org/W1983417029","https://openalex.org/W2076043640","https://openalex.org/W2113127812","https://openalex.org/W2113707705","https://openalex.org/W2168808547","https://openalex.org/W3036192984","https://openalex.org/W4245176872","https://openalex.org/W4285719527","https://openalex.org/W6676930714"],"related_works":["https://openalex.org/W3004362061","https://openalex.org/W4297665406","https://openalex.org/W2364622490","https://openalex.org/W2383986884","https://openalex.org/W2356141508","https://openalex.org/W2749962643","https://openalex.org/W2390807153","https://openalex.org/W2110818533","https://openalex.org/W2538906952","https://openalex.org/W2042515040"],"abstract_inverted_index":{"Self-organizing":[0],"map":[1],"(SOM)":[2],"proposed":[3],"by":[4,42],"T.":[5],"Kohonen":[6],"is":[7,46,64],"a":[8,71,77],"neural":[9],"network":[10],"with":[11],"unsupervised":[12],"leaning":[13],"to":[14,51],"classify":[15],"multidimensional":[16],"vectors.":[17],"The":[18],"performance":[19,37],"of":[20,30,39,59,88],"the":[21,28,40,43,52,57,60,89],"SOM":[22,41,53,62,74,91],"implemented":[23,54],"in":[24,55],"software":[25],"decreases":[26],"as":[27],"number":[29],"neurons":[31],"or":[32],"vector":[33],"dimention":[34],"increases.":[35],"Thus,":[36],"acceleration":[38],"custom":[44],"hardware":[45,61,73,83,90],"highly":[47],"desired.":[48],"However,":[49],"compared":[50],"software,":[56],"modification":[58],"design":[63],"still":[65],"time-consuming":[66],"task.":[67],"This":[68],"paper":[69],"proposes":[70],"flexible":[72],"configuration,":[75],"and":[76],"computer":[78],"program":[79],"that":[80],"generates":[81],"VHSIC":[82],"description":[84],"language":[85],"(VHDL)":[86],"code":[87],"was":[92],"developed.":[93]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
