The effects of quantization on multilayer neural networks.
IEEE Trans Neural Netw
; 6(6): 1446-51, 1995.
Article
en En
| MEDLINE
| ID: mdl-18263437
ABSTRACT
The effect of weight quantization in multilayer neural networks is discussed. A method is derived by which one can predict the performance degradation at the output given the properties of the network and number of bits of quantization. Predictions from this method are evaluated against simulation results. An algorithm to decrease the noise at the output is presented and the results are compared with those above.
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Colección:
01-internacional
Base de datos:
MEDLINE
Idioma:
En
Revista:
IEEE Trans Neural Netw
Asunto de la revista:
INFORMATICA MEDICA
Año:
1995
Tipo del documento:
Article