{"id":"https://openalex.org/W2035352473","doi":"https://doi.org/10.1145/1830483.1830598","title":"Investigating whether hyperNEAT produces modular neural networks","display_name":"Investigating whether hyperNEAT produces modular neural networks","publication_year":2010,"publication_date":"2010-07-07","ids":{"openalex":"https://openalex.org/W2035352473","doi":"https://doi.org/10.1145/1830483.1830598","mag":"2035352473"},"language":"en","primary_location":{"id":"doi:10.1145/1830483.1830598","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and 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/A5112191507","display_name":"Jeff Clune","orcid":null},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff Clune","raw_affiliation_strings":["Michigan State University, East Lansing, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051547805","display_name":"Benjamin E. Beckmann","orcid":null},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin E. Beckmann","raw_affiliation_strings":["Michigan State University, East Lansing, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017795809","display_name":"Philip K. McKinley","orcid":null},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip K. McKinley","raw_affiliation_strings":["Michigan State University, East Lansing, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026353119","display_name":"Charles Ofria","orcid":"https://orcid.org/0000-0003-2924-1732"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Ofria","raw_affiliation_strings":["Michigan State University, East Lansing, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.3229,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.97863469,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"635","last_page":"642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9952999949455261,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9952999949455261,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9537000060081482,"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":0.6837748885154724},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6089413166046143},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.536354660987854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3469861149787903},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15396922826766968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837748885154724},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6089413166046143},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.536354660987854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3469861149787903},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15396922826766968}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1830483.1830598","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.409.4870","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.409.4870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.msu.edu/~mckinley/Pubs/files/Clune.GECCO.2010.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.671.881","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.671.881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://devolab.msu.edu/files/2013/02/Clune-Modularity-In-HyperNEAT.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W204818622","https://openalex.org/W1493346936","https://openalex.org/W1572484265","https://openalex.org/W1581104670","https://openalex.org/W1644749979","https://openalex.org/W1646035949","https://openalex.org/W1986046303","https://openalex.org/W2002574233","https://openalex.org/W2010769244","https://openalex.org/W2020399841","https://openalex.org/W2022730625","https://openalex.org/W2037380487","https://openalex.org/W2072815644","https://openalex.org/W2080703651","https://openalex.org/W2107576392","https://openalex.org/W2111935653","https://openalex.org/W2112413846","https://openalex.org/W2118686331","https://openalex.org/W2119814172","https://openalex.org/W2123257600","https://openalex.org/W2126606094","https://openalex.org/W2138321920","https://openalex.org/W2142879643","https://openalex.org/W2153684665","https://openalex.org/W2167021024","https://openalex.org/W2168330282","https://openalex.org/W4242631111","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2378076731","https://openalex.org/W2130043461"],"abstract_inverted_index":{"HyperNEAT":[0,58,76,95,155,175,206],"represents":[1],"a":[2,17,146,177],"class":[3,25],"of":[4,10,13,22,26,33,74,174],"neuroevolutionary":[5],"algorithms":[6,27,209],"that":[7,57,94,113,149,154,163,196,205],"captures":[8],"some":[9],"the":[11,34,71,165,170,203],"power":[12],"natural":[14,42],"development":[15],"with":[16],"computationally":[18],"efficient":[19],"high-level":[20],"abstraction":[21],"development.":[23],"This":[24],"is":[28,199],"intended":[29],"to":[30,97,125,158,183,201,215],"provide":[31],"many":[32],"desirable":[35],"properties":[36],"produced":[37],"in":[38,66,128,136,213],"biological":[39],"phenotypes":[40,107],"by":[41],"developmental":[43],"processes,":[44],"such":[45,83],"as":[46],"regularity,":[47],"modularity":[48,88,104,114,127,138,151,185,190],"and":[49,92,108,152,207],"hierarchy.":[50],"While":[51],"it":[52],"has":[53],"been":[54,193],"previously":[55],"shown":[56],"produces":[59],"regular":[60],"artificial":[61],"neural":[62],"network":[63],"(ANN)":[64],"phenotypes,":[65],"this":[67,118],"paper":[68],"we":[69,142],"investigated":[70],"open":[72],"question":[73],"whether":[75],"can":[77],"produce":[78,160,210],"modular":[79,99,161,178,211],"ANNs.":[80,100],"We":[81,101,120,167],"conducted":[82,143],"research":[84],"on":[85,105,117,145,186],"problems":[86,188],"where":[87,189],"should":[89],"be":[90],"beneficial,":[91],"found":[93,153],"failed":[96],"generate":[98],"then":[102],"imposed":[103],"HyperNEAT\u2019s":[106],"its":[109],"performance":[110,116],"improved,":[111],"demonstrating":[112],"increases":[115],"problem.":[119,166],"next":[121],"tested":[122],"two":[123],"techniques":[124],"encourage":[126,184],"HyperNEAT,":[129],"but":[130,180],"did":[131],"not":[132],"observe":[133],"an":[134],"increase":[135,202],"either":[137],"or":[139],"performance.":[140],"Finally,":[141],"tests":[144],"simpler":[147],"problem":[148],"requires":[150],"was":[156],"able":[157],"rapidly":[159],"solutions":[162],"solved":[164],"therefore":[168],"present":[169],"first":[171],"documented":[172],"case":[173],"producing":[176],"phenotype,":[179],"our":[181],"inability":[182],"harder":[187],"would":[191],"have":[192],"beneficial":[194],"suggests":[195],"more":[197],"work":[198],"needed":[200],"likelihood":[204],"similar":[208],"ANNs":[212],"response":[214],"challenging,":[216],"decomposable":[217],"problems.":[218]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
