{"id":"https://openalex.org/W3127295968","doi":"https://doi.org/10.1145/3449726.3459420","title":"Evolving neuronal plasticity rules using cartesian genetic programming","display_name":"Evolving neuronal plasticity rules using cartesian genetic programming","publication_year":2021,"publication_date":"2021-07-07","ids":{"openalex":"https://openalex.org/W3127295968","doi":"https://doi.org/10.1145/3449726.3459420","mag":"3127295968"},"language":"en","primary_location":{"id":"doi:10.1145/3449726.3459420","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3449726.3459420","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":null,"license_id":null,"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":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2102.04312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076770346","display_name":"Henrik D. Mettler","orcid":null},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Henrik D. Mettler","raw_affiliation_strings":["University of Bern","UNIVERSITY OF BERN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"UNIVERSITY OF BERN","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023077945","display_name":"Maximilian Schmidt","orcid":"https://orcid.org/0000-0003-1040-2567"},"institutions":[{"id":"https://openalex.org/I2800939219","display_name":"RIKEN Center for Brain Science","ror":"https://ror.org/04j1n1c04","country_code":"JP","type":"facility","lineage":["https://openalex.org/I2800939219","https://openalex.org/I4210110652"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maximilian Schmidt","raw_affiliation_strings":["RIKEN Center for Brain Science, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIKEN Center for Brain Science, Tokyo, Japan","institution_ids":["https://openalex.org/I2800939219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033106713","display_name":"Walter Senn","orcid":"https://orcid.org/0000-0003-3622-0497"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Walter Senn","raw_affiliation_strings":["University of Bern","UNIVERSITY OF BERN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"UNIVERSITY OF BERN","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058669446","display_name":"Mihai A. Petrovici","orcid":"https://orcid.org/0000-0003-2632-0427"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mihai A. Petrovici","raw_affiliation_strings":["Heidelberg University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heidelberg University","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054933296","display_name":"Jakob Jordan","orcid":"https://orcid.org/0000-0003-3438-5001"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jakob Jordan","raw_affiliation_strings":["University of Bern","UNIVERSITY OF BERN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"UNIVERSITY OF BERN","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00879327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"285","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994999766349792,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9961000084877014,"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":0.7084290981292725},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.600586473941803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5671911239624023},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5414914488792419},{"id":"https://openalex.org/keywords/plasticity","display_name":"Plasticity","score":0.539978563785553},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.46143412590026855},{"id":"https://openalex.org/keywords/cartesian-coordinate-system","display_name":"Cartesian coordinate system","score":0.45327675342559814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42231059074401855},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3549368381500244},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15151792764663696}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7084290981292725},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.600586473941803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5671911239624023},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5414914488792419},{"id":"https://openalex.org/C79186407","wikidata":"https://www.wikidata.org/wiki/Q472074","display_name":"Plasticity","level":2,"score":0.539978563785553},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.46143412590026855},{"id":"https://openalex.org/C16038011","wikidata":"https://www.wikidata.org/wiki/Q62912","display_name":"Cartesian coordinate system","level":2,"score":0.45327675342559814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42231059074401855},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3549368381500244},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15151792764663696},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3449726.3459420","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3449726.3459420","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2102.04312","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.04312","pdf_url":"https://arxiv.org/pdf/2102.04312","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3127295968","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2102.04312.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2102.04312","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2102.04312","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2102.04312","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.04312","pdf_url":"https://arxiv.org/pdf/2102.04312","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.49000000953674316,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127295968.pdf","grobid_xml":"https://content.openalex.org/works/W3127295968.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1598377843","https://openalex.org/W2104333095","https://openalex.org/W2147101007","https://openalex.org/W2432567885","https://openalex.org/W2966361623","https://openalex.org/W3016391357","https://openalex.org/W3032013117","https://openalex.org/W3094419490","https://openalex.org/W3209504977"],"related_works":["https://openalex.org/W3181191076","https://openalex.org/W2533377459","https://openalex.org/W2108349057","https://openalex.org/W1975437086","https://openalex.org/W2810346982","https://openalex.org/W2945079400","https://openalex.org/W2949587766","https://openalex.org/W1996072994","https://openalex.org/W1513602803","https://openalex.org/W3102723906","https://openalex.org/W2050304969","https://openalex.org/W184897864","https://openalex.org/W1512098200","https://openalex.org/W1998264267","https://openalex.org/W2287088286","https://openalex.org/W1972093779","https://openalex.org/W2185293402","https://openalex.org/W2401988774","https://openalex.org/W3120854948","https://openalex.org/W2400693820"],"abstract_inverted_index":{"We":[0,14,74,86],"formulate":[1],"the":[2,66,77,89,93,97,101,104,115,118],"search":[3,99],"for":[4],"phenomenological":[5],"models":[6],"of":[7,70,92,103,117],"synaptic":[8],"plasticity":[9,24,57,105],"as":[10],"an":[11],"optimization":[12],"problem.":[13],"employ":[15],"Cartesian":[16],"genetic":[17],"programming":[18],"to":[19,31,46,63,114],"evolve":[20],"biologically":[21],"plausible":[22],"human-interpretable":[23],"rules":[25,58,79,106,110],"that":[26,59,76],"allow":[27,60],"a":[28,61],"given":[29],"network":[30,62],"successfully":[32],"solve":[33],"tasks":[34],"from":[35],"specific":[36],"task":[37],"families.":[38],"While":[39],"our":[40],"evolving-to-learn":[41],"approach":[42],"can":[43],"be":[44],"applied":[45],"various":[47],"learning":[48],"paradigms,":[49],"here":[50],"we":[51],"illustrate":[52],"its":[53,71],"power":[54],"by":[55],"evolving":[56],"efficiently":[64],"determine":[65],"first":[67],"principal":[68],"component":[69],"input":[72],"distribution.":[73],"demonstrate":[75],"evolved":[78],"perfom":[80],"competitively":[81],"with":[82],"known":[83],"hand-designed":[84],"solutions.":[85],"explore":[87],"how":[88],"statistical":[90],"properties":[91],"datasets":[94],"used":[95],"during":[96],"evolutionary":[98],"influences":[100],"form":[102],"and":[107],"discover":[108],"new":[109],"which":[111],"are":[112],"adapted":[113],"structure":[116],"corresponding":[119],"datasets.":[120]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
