Effects of nonlinear synapses on the performance of multilayer neural networks.
Neural Comput
; 8(5): 939-49, 1996 Jul 01.
Article
en En
| MEDLINE
| ID: mdl-8697229
ABSTRACT
The problems arising from the use of nonlinear multipliers in multilayer neural network synapse structures are discussed. The errors arising from the neglect of nonlinearities are shown and the effect of training in eliminating these errors is discussed. A method for predicting the final errors resulting from nonlinearities is described. Our approximate results are compared with the results from circuit simulations of an actual multiplier circuit.
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Colección:
01-internacional
Base de datos:
MEDLINE
Asunto principal:
Sinapsis
/
Redes Neurales de la Computación
Tipo de estudio:
Prognostic_studies
Idioma:
En
Revista:
Neural Comput
Asunto de la revista:
INFORMATICA MEDICA
Año:
1996
Tipo del documento:
Article
País de afiliación:
Estados Unidos