{"id":"https://openalex.org/W2121693821","doi":"https://doi.org/10.1109/cec.2006.1688680","title":"Genetic Learning of Digital Three-Layer Perceptrons for Implementation of Binary Cellular Automata.","display_name":"Genetic Learning of Digital Three-Layer Perceptrons for Implementation of Binary Cellular Automata.","publication_year":2006,"publication_date":"2006-09-22","ids":{"openalex":"https://openalex.org/W2121693821","doi":"https://doi.org/10.1109/cec.2006.1688680","mag":"2121693821"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2006.1688680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2006.1688680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Evolutionary Computation","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/A5040582260","display_name":"T. Yamamich","orcid":null},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"T. Yamamich","raw_affiliation_strings":["Department of Electronics, Electrical and Computer Engineering, Hosei University, Koganei, Tokyo, Japan","Department of Electronics, Electrical and Computer Engineering, Hosei University, 3-7-2 Kajino-cho, Koganei-city, Tokyo, 184-8584, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Electrical and Computer Engineering, Hosei University, Koganei, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]},{"raw_affiliation_string":"Department of Electronics, Electrical and Computer Engineering, Hosei University, 3-7-2 Kajino-cho, Koganei-city, Tokyo, 184-8584, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032940940","display_name":"Toshimichi Saito","orcid":"https://orcid.org/0000-0003-0776-6394"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Saito","raw_affiliation_strings":["Department of Electronics, Electrical and Computer Engineering, Hosei University, Koganei, Tokyo, Japan","Hosei University, Tokyo#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Electrical and Computer Engineering, Hosei University, Koganei, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]},{"raw_affiliation_string":"Hosei University, Tokyo#TAB#","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053518708","display_name":"Hiroyuki Torikai","orcid":"https://orcid.org/0000-0003-2795-9628"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"H. Torikai","raw_affiliation_strings":["Department of Electronics, Electrical and Computer Engineering, Hosei University, Koganei, Tokyo, Japan","Hosei University, Tokyo#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Electrical and Computer Engineering, Hosei University, Koganei, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]},{"raw_affiliation_string":"Hosei University, Tokyo#TAB#","institution_ids":["https://openalex.org/I204291657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040582260"],"corresponding_institution_ids":["https://openalex.org/I204291657"],"apc_list":null,"apc_paid":null,"fwci":0.654,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71160457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2952","last_page":"2957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":1.0,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9825000166893005,"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/T10320","display_name":"Neural Networks and Applications","score":0.9821000099182129,"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/perceptron","display_name":"Perceptron","score":0.7533539533615112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7066484689712524},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.7025176882743835},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.605004608631134},{"id":"https://openalex.org/keywords/boolean-function","display_name":"Boolean function","score":0.5639702081680298},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.49386173486709595},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.46930861473083496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4568650424480438},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.4524014890193939},{"id":"https://openalex.org/keywords/lookup-table","display_name":"Lookup table","score":0.43573880195617676},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4271778166294098},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4173060357570648},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3763023316860199},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2724243402481079},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19923162460327148},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18012681603431702},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.13681840896606445}],"concepts":[{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.7533539533615112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7066484689712524},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.7025176882743835},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.605004608631134},{"id":"https://openalex.org/C187455244","wikidata":"https://www.wikidata.org/wiki/Q942353","display_name":"Boolean function","level":2,"score":0.5639702081680298},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.49386173486709595},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.46930861473083496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4568650424480438},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4524014890193939},{"id":"https://openalex.org/C134835016","wikidata":"https://www.wikidata.org/wiki/Q690265","display_name":"Lookup table","level":2,"score":0.43573880195617676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4271778166294098},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4173060357570648},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3763023316860199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2724243402481079},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19923162460327148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18012681603431702},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.13681840896606445},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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":1,"locations":[{"id":"doi:10.1109/cec.2006.1688680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2006.1688680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1554386664","https://openalex.org/W1965801046","https://openalex.org/W1970096409","https://openalex.org/W2001109406","https://openalex.org/W2003023090","https://openalex.org/W2025429934","https://openalex.org/W2037830802","https://openalex.org/W2112543979","https://openalex.org/W2118263817","https://openalex.org/W2122564745","https://openalex.org/W2139837751","https://openalex.org/W2143947974","https://openalex.org/W2146531915","https://openalex.org/W2147856686","https://openalex.org/W2150690754","https://openalex.org/W2900141799","https://openalex.org/W3015300204"],"related_works":["https://openalex.org/W2164619678","https://openalex.org/W2113544496","https://openalex.org/W2360313292","https://openalex.org/W1669105318","https://openalex.org/W2067777412","https://openalex.org/W2359527201","https://openalex.org/W2353714615","https://openalex.org/W2798215405","https://openalex.org/W2990962948","https://openalex.org/W9202957"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"digital":[3],"three-layer":[4],"perceptrons":[5],"(ab.":[6,24],"DLPs)":[7],"having":[8],"binary":[9,21],"connection":[10],"parameters":[11],"and":[12,18,40,82],"consider":[13],"their":[14],"application":[15],"to":[16,63,100],"analysis":[17],"synthesis":[19],"of":[20,27,50,87,92,103,106],"cellular":[22],"automata":[23],"BCAs).":[25],"Dynamics":[26],"BCS":[28],"is":[29,36],"governed":[30],"by":[31],"a":[32,37,47,51,54,59,65],"rule":[33,48,85],"table":[34,49,86],"that":[35],"Boolean":[38],"function":[39,111],"can":[41,83,112],"cause":[42],"rich":[43],"spatiotemporal":[44,104],"patterns.":[45],"Regarding":[46],"BCA":[52],"as":[53],"teacher":[55,120,125],"signals":[56,121],"we":[57,71,117],"apply":[58],"GA-based":[60,77],"learning":[61,78],"algorithm":[62,79],"synthesize":[64],"DLP.":[66],"Performing":[67],"basic":[68],"numerical":[69],"experiments,":[70],"suggest":[72],"the":[73,119],"following:":[74],"1)":[75],"The":[76,90,109],"runs":[80],"successfully":[81],"realize":[84],"BCA.":[88,107],"2)":[89],"number":[91],"hidden":[93],"neurons":[94],"may":[95],"be":[96,113],"an":[97],"important":[98],"factor":[99],"evaluate":[101],"complexity":[102],"pattern":[105],"3)":[108],"DLP":[110],"preserved":[114],"even":[115],"if":[116],"reduce":[118],"based":[122],"on":[123],"core":[124],"signals.":[126]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
