Stability of neural networks and solitons of field theory
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | S. H. Han | ko |
| dc.contributor.author | In-Gyu Koh | ko |
| dc.date.accessioned | 2013-02-28T06:24:41Z | - |
| dc.date.available | 2013-02-28T06:24:41Z | - |
| dc.date.created | 2012-02-06 | - |
| dc.date.created | 2012-02-06 | - |
| dc.date.issued | 1999 | - |
| dc.identifier.citation | PHYSICAL REVIEW E, v.60, no.6, pp.7608 - 7611 | - |
| dc.identifier.issn | 1063-651X | - |
| dc.identifier.uri | http://hdl.handle.net/10203/73232 | - |
| dc.description.abstract | The layers of a feed-forward neural network are interpreted as a cascade of field theories. The stability of the neural network is interpreted as the topological stability of kink solutions. An explicit example is shown for a three-class problem with their field theoretical Lagrangian equations. [S1063-651X(99)10112-0]. | - |
| dc.language | English | - |
| dc.publisher | AMERICAN PHYSICAL SOC | - |
| dc.title | Stability of neural networks and solitons of field theory | - |
| dc.type | Article | - |
| dc.identifier.wosid | 000084600700097 | - |
| dc.identifier.scopusid | 2-s2.0-4243171647 | - |
| dc.type.rims | ART | - |
| dc.citation.volume | 60 | - |
| dc.citation.issue | 6 | - |
| dc.citation.beginningpage | 7608 | - |
| dc.citation.endingpage | 7611 | - |
| dc.citation.publicationname | PHYSICAL REVIEW E | - |
| dc.identifier.doi | 10.1103/PhysRevE.60.7608 | - |
| dc.contributor.localauthor | In-Gyu Koh | - |
| dc.contributor.nonIdAuthor | S. H. Han | - |
| dc.type.journalArticle | Article | - |
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