DC Field | Value | Language |
---|---|---|
dc.contributor.author | KANG, KJ | - |
dc.contributor.author | KWON, C | - |
dc.contributor.author | OH, JH | - |
dc.contributor.author | PARK, Y | - |
dc.date.accessioned | 2015-06-25T03:10:36Z | - |
dc.date.available | 2015-06-25T03:10:36Z | - |
dc.date.created | 2009-02-28 | - |
dc.date.issued | 1993-12 | - |
dc.identifier.issn | 1539-3755 | - |
dc.identifier.other | 2015-OAK-0000008837 | en_US |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/12328 | - |
dc.description.abstract | Generalization in a fully connected two-layer neural network with N input nodes, M hidden nodes, a single output node, and binary weights is studied in the annealed approximation. When the number of examples is the order of N, the generalization error approaches a plateau and the system is in a permutation symmetric phase. When the number of examples is of the order of MN, the system undergoes a first-order phase transition to perfect generalisation and the permutation symmetry breaks. Results of the computer simulation show good agreement with analytic calculation | - |
dc.description.statementofresponsibility | open | en_US |
dc.language | English | - |
dc.publisher | AMERICAN PHYSICAL SOC | - |
dc.relation.isPartOf | PHYSICAL REVIEW E | - |
dc.rights | BY_NC_ND | en_US |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/2.0/kr | en_US |
dc.title | GENERALIZATION IN A 2-LAYER NEURAL-NETWORK | - |
dc.type | Article | - |
dc.contributor.college | 기술경영 대학원 과정 | en_US |
dc.identifier.doi | 10.1103/PhysRevE.48.4805 | - |
dc.author.google | KANG, KJ | en_US |
dc.author.google | KWON, C | en_US |
dc.author.google | PARK, Y | en_US |
dc.author.google | OH, JH | en_US |
dc.relation.volume | 48 | en_US |
dc.relation.startpage | 4805 | en_US |
dc.relation.lastpage | 4809 | en_US |
dc.contributor.id | 10110134 | en_US |
dc.relation.journal | PHYSICAL REVIEW E | en_US |
dc.relation.index | SCI급, SCOPUS 등재논문 | en_US |
dc.relation.sci | SCI | en_US |
dc.collections.name | Journal Papers | en_US |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | PHYSICAL REVIEW E, v.48, no.6, pp.4805 - 4809 | - |
dc.identifier.wosid | A1993MQ16400080 | - |
dc.citation.endPage | 4809 | - |
dc.citation.number | 6 | - |
dc.citation.startPage | 4805 | - |
dc.citation.title | PHYSICAL REVIEW E | - |
dc.citation.volume | 48 | - |
dc.contributor.affiliatedAuthor | OH, JH | - |
dc.identifier.scopusid | 2-s2.0-0040899705 | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.wostc | 21 | - |
dc.type.docType | Article | - |
dc.relation.journalWebOfScienceCategory | Physics, Fluids & Plasmas | - |
dc.relation.journalWebOfScienceCategory | Physics, Mathematical | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Physics | - |
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