{"id":"https://openalex.org/W2888947931","doi":"https://doi.org/10.1371/journal.pcbi.1006227","title":"General differential Hebbian learning: Capturing temporal relations between events in neural networks and the brain","display_name":"General differential Hebbian learning: Capturing temporal relations between events in neural networks and the brain","publication_year":2018,"publication_date":"2018-08-28","ids":{"openalex":"https://openalex.org/W2888947931","doi":"https://doi.org/10.1371/journal.pcbi.1006227","mag":"2888947931","pmid":"https://pubmed.ncbi.nlm.nih.gov/30153263"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1006227","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1006227","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1006227&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1006227&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014586588","display_name":"Stefano Zappacosta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113153","display_name":"Neuroscience Institute","ror":"https://ror.org/0240rwx68","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210113153","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Zappacosta","raw_affiliation_strings":["Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy","institution_ids":["https://openalex.org/I4210113153","https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083397379","display_name":"Francesco Mannella","orcid":"https://orcid.org/0000-0002-7308-0844"},"institutions":[{"id":"https://openalex.org/I4210113153","display_name":"Neuroscience Institute","ror":"https://ror.org/0240rwx68","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210113153","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mannella","raw_affiliation_strings":["Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy","institution_ids":["https://openalex.org/I4210113153","https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009773159","display_name":"Marco Mirolli","orcid":"https://orcid.org/0000-0002-9963-6871"},"institutions":[{"id":"https://openalex.org/I4210113153","display_name":"Neuroscience Institute","ror":"https://ror.org/0240rwx68","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210113153","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Mirolli","raw_affiliation_strings":["Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy","institution_ids":["https://openalex.org/I4210113153","https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076711458","display_name":"Gianluca Baldassarre","orcid":"https://orcid.org/0000-0002-1277-4447"},"institutions":[{"id":"https://openalex.org/I4210113153","display_name":"Neuroscience Institute","ror":"https://ror.org/0240rwx68","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210113153","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210166865","display_name":"Institute of Cognitive Sciences and Technologies","ror":"https://ror.org/05w9g2j85","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gianluca Baldassarre","raw_affiliation_strings":["Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1277-4447","affiliations":[{"raw_affiliation_string":"Laboratory of Computational Embodied Neuroscience, Institute of Cognitive Sciences and Technologies, National Research Council of Italy (LOCEN-ISTC-CNR), Roma, Italy","institution_ids":["https://openalex.org/I4210113153","https://openalex.org/I4210155236","https://openalex.org/I4210166865"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076711458"],"corresponding_institution_ids":["https://openalex.org/I4210113153","https://openalex.org/I4210155236","https://openalex.org/I4210166865"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":0.9916,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.75507905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"14","issue":"8","first_page":"e1006227","last_page":"e1006227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hebbian-theory","display_name":"Hebbian theory","score":0.884973406791687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7282184362411499},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6582505702972412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6426670551300049},{"id":"https://openalex.org/keywords/learning-rule","display_name":"Learning rule","score":0.604253888130188},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.5095487236976624},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.45012378692626953},{"id":"https://openalex.org/keywords/leabra","display_name":"Leabra","score":0.44842416048049927},{"id":"https://openalex.org/keywords/competitive-learning","display_name":"Competitive learning","score":0.4386804699897766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4256998896598816},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.41758087277412415},{"id":"https://openalex.org/keywords/synaptic-weight","display_name":"Synaptic weight","score":0.4150688052177429}],"concepts":[{"id":"https://openalex.org/C111437709","wikidata":"https://www.wikidata.org/wiki/Q1277874","display_name":"Hebbian theory","level":3,"score":0.884973406791687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7282184362411499},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6582505702972412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6426670551300049},{"id":"https://openalex.org/C2779127903","wikidata":"https://www.wikidata.org/wiki/Q6510194","display_name":"Learning rule","level":3,"score":0.604253888130188},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.5095487236976624},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.45012378692626953},{"id":"https://openalex.org/C97108695","wikidata":"https://www.wikidata.org/wiki/Q6508265","display_name":"Leabra","level":5,"score":0.44842416048049927},{"id":"https://openalex.org/C120822770","wikidata":"https://www.wikidata.org/wiki/Q5156355","display_name":"Competitive learning","level":3,"score":0.4386804699897766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4256998896598816},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.41758087277412415},{"id":"https://openalex.org/C66949984","wikidata":"https://www.wikidata.org/wiki/Q7662043","display_name":"Synaptic weight","level":3,"score":0.4150688052177429},{"id":"https://openalex.org/C17061570","wikidata":"https://www.wikidata.org/wiki/Q7960888","display_name":"Wake-sleep algorithm","level":4,"score":0.0},{"id":"https://openalex.org/C117765406","wikidata":"https://www.wikidata.org/wiki/Q5362437","display_name":"Generalization error","level":3,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009473","descriptor_name":"Neuronal Plasticity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009473","descriptor_name":"Neuronal Plasticity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009473","descriptor_name":"Neuronal Plasticity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013569","descriptor_name":"Synapses","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055592","descriptor_name":"Biophysical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055592","descriptor_name":"Biophysical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055592","descriptor_name":"Biophysical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1371/journal.pcbi.1006227","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1006227","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1006227&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:30153263","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30153263","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:europepmc.org:5089725","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6130884","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e62f2f1a1730450a8fc4e34630b329ea","is_oa":true,"landing_page_url":"https://doaj.org/article/e62f2f1a1730450a8fc4e34630b329ea","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 14, Iss 8, p e1006227 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1006227","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1006227","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1006227&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1192870499","display_name":null,"funder_award_id":"027819","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1483126095","display_name":null,"funder_award_id":"231722","funder_id":"https://openalex.org/F2094871694","funder_display_name":"Business Events Perth"},{"id":"https://openalex.org/G3143586477","display_name":"Intrinsically Motivated Cumulative Learning Versatile Robots","funder_award_id":"231722","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5870498378","display_name":null,"funder_award_id":"FP6-IST","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5967887763","display_name":null,"funder_award_id":"027819","funder_id":"https://openalex.org/F2094871694","funder_display_name":"Business Events Perth"},{"id":"https://openalex.org/G6853295587","display_name":null,"funder_award_id":"713010","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F2094871694","display_name":"Business Events Perth","ror":null},{"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"},{"id":"https://openalex.org/F4320338370","display_name":"FP7 Information and Communication Technologies","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888947931.pdf","grobid_xml":"https://content.openalex.org/works/W2888947931.grobid-xml"},"referenced_works_count":101,"referenced_works":["https://openalex.org/W180788233","https://openalex.org/W308655052","https://openalex.org/W345956458","https://openalex.org/W1487044250","https://openalex.org/W1498038217","https://openalex.org/W1510494078","https://openalex.org/W1520121841","https://openalex.org/W1541122775","https://openalex.org/W1589692855","https://openalex.org/W1766888123","https://openalex.org/W1964505894","https://openalex.org/W1965646976","https://openalex.org/W1975412204","https://openalex.org/W1976645516","https://openalex.org/W1982785464","https://openalex.org/W1991332544","https://openalex.org/W1999576398","https://openalex.org/W2003400208","https://openalex.org/W2006666267","https://openalex.org/W2009782005","https://openalex.org/W2010228425","https://openalex.org/W2010533815","https://openalex.org/W2016425872","https://openalex.org/W2019647239","https://openalex.org/W2021024875","https://openalex.org/W2021285984","https://openalex.org/W2022036926","https://openalex.org/W2024380057","https://openalex.org/W2025546714","https://openalex.org/W2030159093","https://openalex.org/W2040598998","https://openalex.org/W2045651297","https://openalex.org/W2050689535","https://openalex.org/W2054983612","https://openalex.org/W2060647065","https://openalex.org/W2061405268","https://openalex.org/W2065416066","https://openalex.org/W2066686316","https://openalex.org/W2075075476","https://openalex.org/W2079048646","https://openalex.org/W2088847276","https://openalex.org/W2091354315","https://openalex.org/W2092992236","https://openalex.org/W2093002383","https://openalex.org/W2096473662","https://openalex.org/W2097571405","https://openalex.org/W2097640092","https://openalex.org/W2098241945","https://openalex.org/W2098378004","https://openalex.org/W2098835436","https://openalex.org/W2101567517","https://openalex.org/W2102701721","https://openalex.org/W2103179919","https://openalex.org/W2105780862","https://openalex.org/W2106423795","https://openalex.org/W2107433900","https://openalex.org/W2108395599","https://openalex.org/W2112575974","https://openalex.org/W2113077545","https://openalex.org/W2115472127","https://openalex.org/W2115834920","https://openalex.org/W2116577160","https://openalex.org/W2117033854","https://openalex.org/W2119644986","https://openalex.org/W2121863487","https://openalex.org/W2131596696","https://openalex.org/W2132385194","https://openalex.org/W2136521690","https://openalex.org/W2136621137","https://openalex.org/W2137049861","https://openalex.org/W2146732533","https://openalex.org/W2147101007","https://openalex.org/W2148880706","https://openalex.org/W2151542182","https://openalex.org/W2154045630","https://openalex.org/W2163982115","https://openalex.org/W2164610565","https://openalex.org/W2164936082","https://openalex.org/W2168175751","https://openalex.org/W2172993457","https://openalex.org/W2176864480","https://openalex.org/W2178225550","https://openalex.org/W2258993652","https://openalex.org/W2282055800","https://openalex.org/W2402325146","https://openalex.org/W2466065712","https://openalex.org/W2520120973","https://openalex.org/W2536957931","https://openalex.org/W2557283755","https://openalex.org/W2585198072","https://openalex.org/W2953112510","https://openalex.org/W4214717370","https://openalex.org/W4214891130","https://openalex.org/W4238614602","https://openalex.org/W4242770316","https://openalex.org/W4250843460","https://openalex.org/W4285719527","https://openalex.org/W6631448583","https://openalex.org/W6637883433","https://openalex.org/W6738852829","https://openalex.org/W7053011049"],"related_works":["https://openalex.org/W1978872345","https://openalex.org/W1530541224","https://openalex.org/W2183231132","https://openalex.org/W3049227448","https://openalex.org/W2943484315","https://openalex.org/W2158831520","https://openalex.org/W2182969463","https://openalex.org/W2466392136","https://openalex.org/W1520894008","https://openalex.org/W1489757815"],"abstract_inverted_index":{"Learning":[0],"in":[1,38,71,88,169,282],"biologically":[2],"relevant":[3],"neural-network":[4,102],"models":[5],"usually":[6],"relies":[7],"on":[8,22,107],"Hebb":[9],"learning":[10,46,123,280],"rules.":[11,130,144],"The":[12,75,160,180],"typical":[13],"implementations":[14],"of":[15,25,28,98,121,137,191,223,259],"these":[16,204],"rules":[17,78,156],"change":[18],"the":[19,23,26,29,39,54,60,67,72,84,96,154,172,211,216,220,233,248,257,260,266,270],"synaptic":[20,85],"strength":[21],"basis":[24],"co-occurrence":[27],"neural":[30,68,212,221,285],"events":[31,69,222],"taking":[32,57],"place":[33],"at":[34],"a":[35,93,117,134,148,163,228,274],"certain":[36],"time":[37],"pre-":[40,173],"and":[41,101,157,174,178,194,214,236,245,287],"post-synaptic":[42,175],"neurons.":[43],"Differential":[44],"Hebbian":[45],"(DHL)":[47],"rules,":[48],"instead,":[49],"are":[50],"able":[51],"to":[52,188,209,230,254,277],"update":[53,83],"synapse":[55],"by":[56,185,195],"into":[58],"account":[59],"temporal":[61,217],"relation,":[62],"captured":[63],"with":[64,142],"derivatives,":[65],"between":[66,219],"happening":[70],"recent":[73],"past.":[74],"few":[76,89],"DHL":[77,129,143,150],"proposed":[79],"so":[80],"far":[81,126],"can":[82],"weights":[86],"only":[87],"ways:":[90],"this":[91],"is":[92,183],"limitation":[94],"for":[95],"study":[97,278],"dynamical":[99],"neurons":[100,115,193],"models.":[103],"Moreover,":[104],"empirical":[105],"evidence":[106],"brain":[108],"spike-timing-dependent":[109],"plasticity":[110],"(STDP)":[111],"shows":[112],"that":[113,238,269],"different":[114,122,170,198,241],"express":[116],"surprisingly":[118],"rich":[119],"repertoire":[120],"processes":[124,141,281],"going":[125],"beyond":[127],"existing":[128,155],"This":[131],"opens":[132],"up":[133],"second":[135],"problem":[136],"how":[138,247],"capturing":[139],"such":[140],"Here":[145],"we":[146,206],"propose":[147,207,227],"general":[149],"(G-DHL)":[151],"rule":[152,161,181,234,272],"generating":[153],"many":[158],"others.":[159],"has":[162],"high":[164],"expressiveness":[165],"as":[166],"it":[167,187],"combines":[168],"ways":[171],"neuron":[176],"signals":[177,190,213],"derivatives.":[179],"flexibility":[182],"shown":[184],"applying":[186],"various":[189],"artificial":[192,284],"fitting":[196],"several":[197],"STDP":[199,242],"experimental":[200],"data":[201,243],"sets.":[202],"To":[203],"purposes,":[205],"techniques":[208],"pre-process":[210],"capture":[215],"relations":[218],"interest.":[224],"We":[225],"also":[226],"procedure":[229],"automatically":[231],"identify":[232],"components":[235,250],"parameters":[237],"best":[239],"fit":[240],"sets,":[244],"show":[246,268],"identified":[249],"might":[251],"be":[252],"used":[253],"heuristically":[255],"guide":[256],"search":[258],"biophysical":[261],"mechanisms":[262],"underlying":[263],"STDP.":[264],"Overall,":[265],"results":[267],"G-DHL":[271],"represents":[273],"useful":[275],"means":[276],"time-sensitive":[279],"both":[283],"networks":[286],"brain.":[288]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}