Stability of neural networks and solitons of field theory
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].
- Publisher
- AMERICAN PHYSICAL SOC
- Issue Date
- 1999
- Language
- English
- Article Type
- Article
- Citation
PHYSICAL REVIEW E, v.60, no.6, pp.7608 - 7611
- ISSN
- 1063-651X
- Appears in Collection
- PH-Journal Papers(저널논문)
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