Article
Cited 0 time in 
Cited 0 time in 
Cited 0 time in
Metadata Downloads
Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Yoon, YG | - |
| dc.contributor.author | Lee, J | - |
| dc.date.accessioned | 2016-04-01T02:08:40Z | - |
| dc.date.available | 2016-04-01T02:08:40Z | - |
| dc.date.created | 2009-02-28 | - |
| dc.date.issued | 2005-01 | - |
| dc.identifier.issn | 0302-9743 | - |
| dc.identifier.other | 2005-OAK-0000005221 | - |
| dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/24517 | - |
| dc.description.abstract | An analysis of basin cells for an error surface of an multilayer perceptron is presented. Utilizing the topological structure of the basin cells, an escaping strategy is proposed to solve difficult local minima problems. A numerical example is given to illustrate the proposed method and is shown to have a potential to locate better local minima efficiently. | - |
| dc.description.statementofresponsibility | X | - |
| dc.language | English | - |
| dc.publisher | SPRINGER-VERLAG BERLIN | - |
| dc.relation.isPartOf | LECTURE NOTES IN COMPUTER SCIENCE | - |
| dc.subject | UNSTABLE EQUILIBRIUM-POINT | - |
| dc.subject | STABILITY REGION ESTIMATE | - |
| dc.title | Solving hard local minima problems using basin cells for multilayer Perceptron training | - |
| dc.type | Article | - |
| dc.contributor.college | 산업경영공학과 | - |
| dc.identifier.doi | 10.1007/11427391_95 | - |
| dc.author.google | Yoon, YG | - |
| dc.author.google | Lee, J | - |
| dc.relation.volume | 3496 | - |
| dc.relation.startpage | 597 | - |
| dc.relation.lastpage | 602 | - |
| dc.contributor.id | 10081901 | - |
| dc.relation.journal | LECTURE NOTES IN COMPUTER SCIENCE | - |
| dc.relation.index | SCI급, SCOPUS 등재논문 | - |
| dc.relation.sci | SCIE | - |
| dc.collections.name | Conference Papers | - |
| dc.type.rims | ART | - |
| dc.identifier.bibliographicCitation | LECTURE NOTES IN COMPUTER SCIENCE, v.3496, pp.597 - 602 | - |
| dc.identifier.wosid | 000230166900095 | - |
| dc.date.tcdate | 2018-03-23 | - |
| dc.citation.endPage | 602 | - |
| dc.citation.startPage | 597 | - |
| dc.citation.title | LECTURE NOTES IN COMPUTER SCIENCE | - |
| dc.citation.volume | 3496 | - |
| dc.contributor.affiliatedAuthor | Lee, J | - |
| dc.identifier.scopusid | 2-s2.0-24944579668 | - |
| dc.description.journalClass | 1 | - |
| dc.description.journalClass | 1 | - |
| dc.type.docType | Article; Proceedings Paper | - |
| dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
| dc.relation.journalWebOfScienceCategory | Computer Science, Theory & Methods | - |
| dc.description.journalRegisteredClass | scie | - |
| dc.description.journalRegisteredClass | scopus | - |
| dc.relation.journalResearchArea | Computer Science | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.
Communities & Collection
Related Researcher
- 이재욱LEE, JAEWOOK
- Dept of Industrial & Management Enginrg