{"id":"https://openalex.org/W2038932821","doi":"https://doi.org/10.1162/neco_a_00520","title":"Supervised Spike-Timing-Dependent Plasticity: A Spatiotemporal Neuronal Learning Rule for Function Approximation and Decisions","display_name":"Supervised Spike-Timing-Dependent Plasticity: A Spatiotemporal Neuronal Learning Rule for Function Approximation and Decisions","publication_year":2013,"publication_date":"2013-09-18","ids":{"openalex":"https://openalex.org/W2038932821","doi":"https://doi.org/10.1162/neco_a_00520","mag":"2038932821","pmid":"https://pubmed.ncbi.nlm.nih.gov/24047322"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_00520","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00520","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5008641570","display_name":"Jan-Moritz P. Franosch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100430","display_name":"Google (Switzerland)","ror":"https://ror.org/014f9c269","country_code":"CH","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210100430","https://openalex.org/I4210128969"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Jan-Moritz P. Franosch","raw_affiliation_strings":["Google Switzerland GmbH, 8002 Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Google Switzerland GmbH, 8002 Zurich, Switzerland","institution_ids":["https://openalex.org/I4210100430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103828545","display_name":"Sebastian Urban","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Urban","raw_affiliation_strings":["Physik Department, Technische Universit\u00e4t M\u00fcnchen, 857478 Garching bei M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Physik Department, Technische Universit\u00e4t M\u00fcnchen, 857478 Garching bei M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112785972","display_name":"J. Leo van Hemmen","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J. Leo van Hemmen","raw_affiliation_strings":["Physik Department, Technische Universit\u00e4t M\u00fcnchen, 857478 Garching bei M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Physik Department, Technische Universit\u00e4t M\u00fcnchen, 857478 Garching bei M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008641570"],"corresponding_institution_ids":["https://openalex.org/I4210100430"],"apc_list":null,"apc_paid":null,"fwci":1.1823,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81212347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"12","first_page":"3113","last_page":"3130"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9973999857902527,"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/spike-timing-dependent-plasticity","display_name":"Spike-timing-dependent plasticity","score":0.7082631587982178},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.6694450378417969},{"id":"https://openalex.org/keywords/learning-rule","display_name":"Learning rule","score":0.6284468173980713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.626366376876831},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5607084035873413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5538126230239868},{"id":"https://openalex.org/keywords/stimulus-modality","display_name":"Stimulus modality","score":0.5524348020553589},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5294382572174072},{"id":"https://openalex.org/keywords/spike-train","display_name":"Spike train","score":0.47195377945899963},{"id":"https://openalex.org/keywords/supervisor","display_name":"Supervisor","score":0.4542475640773773},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4172564148902893},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4105684161186218},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3717406988143921},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3657466769218445},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3079702854156494},{"id":"https://openalex.org/keywords/synaptic-plasticity","display_name":"Synaptic plasticity","score":0.2925208806991577},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1951923966407776},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0992240309715271}],"concepts":[{"id":"https://openalex.org/C159919123","wikidata":"https://www.wikidata.org/wiki/Q7577157","display_name":"Spike-timing-dependent plasticity","level":4,"score":0.7082631587982178},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.6694450378417969},{"id":"https://openalex.org/C2779127903","wikidata":"https://www.wikidata.org/wiki/Q6510194","display_name":"Learning rule","level":3,"score":0.6284468173980713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.626366376876831},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5607084035873413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5538126230239868},{"id":"https://openalex.org/C26486553","wikidata":"https://www.wikidata.org/wiki/Q371870","display_name":"Stimulus modality","level":3,"score":0.5524348020553589},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5294382572174072},{"id":"https://openalex.org/C2909946758","wikidata":"https://www.wikidata.org/wiki/Q194277","display_name":"Spike train","level":3,"score":0.47195377945899963},{"id":"https://openalex.org/C2779110517","wikidata":"https://www.wikidata.org/wiki/Q1240788","display_name":"Supervisor","level":2,"score":0.4542475640773773},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4172564148902893},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4105684161186218},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3717406988143921},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3657466769218445},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3079702854156494},{"id":"https://openalex.org/C98229152","wikidata":"https://www.wikidata.org/wiki/Q1551556","display_name":"Synaptic plasticity","level":3,"score":0.2925208806991577},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1951923966407776},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0992240309715271},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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":"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}],"locations_count":2,"locations":[{"id":"doi:10.1162/neco_a_00520","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00520","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:24047322","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24047322","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":"Neural computation","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1571179961","https://openalex.org/W1957331510","https://openalex.org/W1970767441","https://openalex.org/W1973829567","https://openalex.org/W1982580897","https://openalex.org/W1986246844","https://openalex.org/W1998909804","https://openalex.org/W2070996968","https://openalex.org/W2081411433","https://openalex.org/W2083873942","https://openalex.org/W2115831804","https://openalex.org/W2127423866","https://openalex.org/W2132211083","https://openalex.org/W2133671888","https://openalex.org/W2153564253","https://openalex.org/W2154045630","https://openalex.org/W2159492611","https://openalex.org/W2164936082","https://openalex.org/W2166247429","https://openalex.org/W2167006060","https://openalex.org/W2185212694","https://openalex.org/W2432567885","https://openalex.org/W2491906158","https://openalex.org/W2528603494","https://openalex.org/W4237640996","https://openalex.org/W4244987567","https://openalex.org/W4298069009"],"related_works":["https://openalex.org/W2236252583","https://openalex.org/W4293380851","https://openalex.org/W2765146433","https://openalex.org/W4387970390","https://openalex.org/W1594024679","https://openalex.org/W2007815184","https://openalex.org/W2976236989","https://openalex.org/W2113694613","https://openalex.org/W2003186019","https://openalex.org/W1974904855"],"abstract_inverted_index":{"How":[0,7],"can":[1,8,57],"an":[2],"animal":[3],"learn":[4],"from":[5,45],"experience?":[6],"it":[9],"train":[10],"sensors,":[11],"such":[12,24],"as":[13,25,48],"the":[14,26,55],"auditory":[15],"or":[16],"tactile":[17],"system,":[18],"based":[19],"on":[20],"other":[21],"sensory":[22,84],"input":[23,44],"visual":[27],"system?":[28],"Supervised":[29,38],"spike-timing-dependent":[30],"plasticity":[31],"(supervised":[32],"STDP)":[33],"is":[34],"a":[35,72,80],"possible":[36],"answer.":[37],"STDP":[39,69],"trains":[40],"one":[41,47],"modality":[42],"using":[43],"another":[46],"\"supervisor.\"":[49],"Quite":[50],"complex":[51],"time-dependent":[52],"relationships":[53],"between":[54],"senses":[56],"be":[58],"learned.":[59],"Here":[60],"we":[61],"prove":[62],"that":[63],"under":[64],"very":[65],"general":[66],"conditions,":[67],"supervised":[68],"converges":[70],"to":[71,79],"stable":[73],"configuration":[74],"of":[75,82],"synaptic":[76],"weights":[77],"leading":[78],"reconstruction":[81],"primary":[83],"input.":[85]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
