{"id":"https://openalex.org/W4413209134","doi":"https://doi.org/10.1145/3712255.3734330","title":"Evaluating Encoding of Neuron Configuration and Position in Neuroevolution of Liquid State Machines","display_name":"Evaluating Encoding of Neuron Configuration and Position in Neuroevolution of Liquid State Machines","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4413209134","doi":"https://doi.org/10.1145/3712255.3734330"},"language":"en","primary_location":{"id":"doi:10.1145/3712255.3734330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3712255.3734330","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3712255.3734330","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093745890","display_name":"Carlos-Alberto L\u03ccpez-Herrera","orcid":"https://orcid.org/0009-0009-5603-7690"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]},{"id":"https://openalex.org/I3129323158","display_name":"Universidad de Xalapa","ror":"https://ror.org/02aneaq95","country_code":"MX","type":"education","lineage":["https://openalex.org/I3129323158"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Carlos-Alberto L\u00f3pez-Herrera","raw_affiliation_strings":["University of Veracruz, Xalapa, Mexico"],"raw_orcid":"https://orcid.org/0009-0009-5603-7690","affiliations":[{"raw_affiliation_string":"University of Veracruz, Xalapa, Mexico","institution_ids":["https://openalex.org/I3129323158","https://openalex.org/I147280213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054287457","display_name":"H\u00e9ctor\u2010Gabriel Acosta\u2010Mesa","orcid":"https://orcid.org/0000-0002-0935-7642"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]},{"id":"https://openalex.org/I3129323158","display_name":"Universidad de Xalapa","ror":"https://ror.org/02aneaq95","country_code":"MX","type":"education","lineage":["https://openalex.org/I3129323158"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"H\u00e9ctor-Gabriel Acosta-Mesa","raw_affiliation_strings":["University of Veracruz, Xalapa, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-0935-7642","affiliations":[{"raw_affiliation_string":"University of Veracruz, Xalapa, Mexico","institution_ids":["https://openalex.org/I3129323158","https://openalex.org/I147280213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058469717","display_name":"Efr\u00e9n Mezura\u2010Montes","orcid":"https://orcid.org/0000-0002-1565-5267"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]},{"id":"https://openalex.org/I3129323158","display_name":"Universidad de Xalapa","ror":"https://ror.org/02aneaq95","country_code":"MX","type":"education","lineage":["https://openalex.org/I3129323158"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Efr\u00e9n Mezura-Montes","raw_affiliation_strings":["University of Veracruz, Xalapa, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-1565-5267","affiliations":[{"raw_affiliation_string":"University of Veracruz, Xalapa, Mexico","institution_ids":["https://openalex.org/I3129323158","https://openalex.org/I147280213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093745890"],"corresponding_institution_ids":["https://openalex.org/I147280213","https://openalex.org/I3129323158"],"apc_list":null,"apc_paid":null,"fwci":1.5248,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8436497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2384","last_page":"2388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9997000098228455,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9997000098228455,"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":0.9951000213623047,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9901000261306763,"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/neuroevolution","display_name":"Neuroevolution","score":0.8881727457046509},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.7126278281211853},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.6433402299880981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.618617057800293},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5666832327842712},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4640952944755554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3441467881202698},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16105714440345764}],"concepts":[{"id":"https://openalex.org/C118070581","wikidata":"https://www.wikidata.org/wiki/Q2060528","display_name":"Neuroevolution","level":3,"score":0.8881727457046509},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.7126278281211853},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.6433402299880981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.618617057800293},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5666832327842712},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4640952944755554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3441467881202698},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16105714440345764},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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:10.1145/3712255.3734330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3712255.3734330","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3712255.3734330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3712255.3734330","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2006370340","https://openalex.org/W2025920171","https://openalex.org/W2037661692","https://openalex.org/W2052798315","https://openalex.org/W2053815057","https://openalex.org/W2076015009","https://openalex.org/W2087861759","https://openalex.org/W2103179919","https://openalex.org/W2214525127","https://openalex.org/W2562589097","https://openalex.org/W2906697496","https://openalex.org/W3211895785","https://openalex.org/W4306651738","https://openalex.org/W4404914636"],"related_works":["https://openalex.org/W2168909409","https://openalex.org/W2144357723","https://openalex.org/W2950402165","https://openalex.org/W2114981325","https://openalex.org/W4302038648","https://openalex.org/W2249125133","https://openalex.org/W2857150653","https://openalex.org/W1696690530","https://openalex.org/W4386790559","https://openalex.org/W2998692001"],"abstract_inverted_index":{"This":[0],"study":[1],"explores":[2],"a":[3,14,20],"novel":[4],"encoding":[5,52],"approach":[6],"for":[7,115],"optimizing":[8],"Liquid":[9],"State":[10],"Machines":[11],"(LSMs)":[12],"in":[13,108],"Neuroevolution":[15],"(NE)":[16],"context.":[17],"By":[18],"leveraging":[19],"Genetic":[21],"Algorithm":[22],"(GA),":[23],"two":[24],"components":[25],"of":[26,105],"LSM":[27,109],"design,":[28],"neuron":[29,32,55,61,74,80],"configurations":[30,75],"and":[31,57,92,111],"positions,":[33],"are":[34],"used.":[35],"Three":[36],"variants":[37],"were":[38,64,83],"evaluated":[39],"to":[40,119],"assess":[41],"their":[42],"individual":[43],"contributions:":[44],"the":[45,89,103,113],"complete":[46],"proposal":[47],"considering":[48],"both":[49],"components,":[50],"one":[51],"with":[53],"only":[54],"configurations,":[56],"another":[58],"focusing":[59],"on":[60,66],"positions.":[62],"Experiments":[63],"conducted":[65],"varying":[67],"complexity":[68],"synthetic":[69],"classification":[70],"tasks,":[71],"demonstrating":[72],"that":[73],"significantly":[76],"influence":[77],"performance,":[78],"while":[79],"positions":[81],"alone":[82],"less":[84],"effective.":[85],"Statistical":[86],"analysis":[87],"using":[88],"Shapiro-Wilk,":[90],"Kruskal-Wallis,":[91],"Dunn's":[93],"post":[94],"hoc":[95],"tests":[96],"validated":[97],"these":[98],"findings.":[99],"The":[100],"results":[101],"highlight":[102],"importance":[104],"configuration-driven":[106],"encodings":[107],"optimization":[110],"suggest":[112],"need":[114],"refined":[116],"evolutionary":[117],"strategies":[118],"exploit":[120],"positional":[121],"information":[122],"better.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
