乐胖代购免代理版

{"id":"https://openalex.org/W2065842846","doi":"https://doi.org/10.1162/neco.1991.3.3.386","title":"The Transition to Perfect Generalization in Perceptrons","display_name":"The Transition to Perfect Generalization in Perceptrons","publication_year":1991,"publication_date":"1991-09-01","ids":{"openalex":"https://openalex.org/W2065842846","doi":"https://doi.org/10.1162/neco.1991.3.3.386","mag":"2065842846","pmid":"https://pubmed.ncbi.nlm.nih.gov/31167314"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco.1991.3.3.386","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5059081013","display_name":"Eric B. Baum","orcid":"https://orcid.org/0000-0002-8319-0561"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"funder","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric B. Baum","raw_affiliation_strings":["NEC Research Institute, Princeton, NJ 08540, USA."],"affiliations":[{"raw_affiliation_string":"NEC Research Institute, Princeton, NJ 08540, USA.","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074699028","display_name":"Yuh\u2010Dauh Lyuu","orcid":"https://orcid.org/0000-0003-2079-8825"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"funder","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuh-Dauh Lyuu","raw_affiliation_strings":["NEC Research Institute, Princeton, NJ 08540, USA."],"affiliations":[{"raw_affiliation_string":"NEC Research Institute, Princeton, NJ 08540, USA.","institution_ids":["https://openalex.org/I20089843"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.888,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":27,"citation_normalized_percentile":{"value":0.870031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":"3","issue":"3","first_page":"386","last_page":"401"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.999,"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/T10320","display_name":"Neural Networks and Applications","score":0.999,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.998,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9886,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/perceptron","display_name":"Perceptron","score":0.8559066}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.8702632},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.8559066},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5577472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5075215},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44471127},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.44185835},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.40057257},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.39034012},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.34722513},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.33140963},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.32564515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3140717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2930778},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20831636},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.14337438},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06508064},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco.1991.3.3.386","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31167314","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_indexed_in_scopus":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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":7,"referenced_works":["https://openalex.org/W1603140471","https://openalex.org/W1984793731","https://openalex.org/W1990124919","https://openalex.org/W2066424095","https://openalex.org/W2165758113","https://openalex.org/W2329095262","https://openalex.org/W2905110430"],"related_works":["https://openalex.org/W4300101996","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W2382521049","https://openalex.org/W2371138613","https://openalex.org/W2144385241","https://openalex.org/W2080152487","https://openalex.org/W2065370636","https://openalex.org/W1630076647","https://openalex.org/W1585007175"],"abstract_inverted_index":{"Several":[0],"recent":[1],"papers":[2],"(Gardner":[3],"and":[4,71],"Derrida":[5],"1989;":[6],"Gy\u00f6rgyi":[7],"1990;":[8],"Sompolinsky":[9],"et":[10],"al.":[11],"1990)":[12],"have":[13],"found,":[14],"using":[15],"methods":[16],"of":[17,44],"statistical":[18],"physics,":[19],"that":[20,56,99,114],"a":[21,29,41,46,75],"transition":[22],"to":[23,74,87],"perfect":[24,115],"generalization":[25,116],"occurs":[26],"in":[27],"training":[28],"simple":[30],"perceptron":[31,77,105],"whose":[32],"weights":[33],"can":[34],"only":[35],"take":[36],"values":[37],"\u00b11.":[38],"We":[39],"give":[40],"rigorous":[42],"proof":[43],"such":[45,104],"phenomena.":[47],"That":[48],"is,":[49],"we":[50],"show,":[51],"for":[52,118],"\u03b1":[53,119],"=":[54],"2.0821,":[55],"if":[57],"at":[58],"least":[59],"\u03b1n":[60],"examples":[61],"are":[62],"drawn":[63],"from":[64],"the":[65,95,108],"uniform":[66],"distribution":[67],"on":[68],"{+1,":[69,80],"-1}n":[70,81],"classified":[72],"according":[73,86],"target":[76],"wt":[78],"\u2208":[79],"as":[82,120,122],"positive":[83],"or":[84,92],"negative":[85],"whether":[88],"wt\u00b7x":[89],"is":[90,97,101],"nonnegative":[91],"negative,":[93],"then":[94],"probability":[96],"2-(\u221an)":[98],"there":[100],"any":[102],"other":[103],"consistent":[106],"with":[107],"examples.":[109],"Numerical":[110],"results":[111],"indicate":[112],"further":[113],"holds":[117],"low":[121],"1.5.":[123]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2065842846","counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-03-18T19:15:34.100659","created_date":"2016-06-24"}