NEURAL NETWORKS AS OPTIMAL INFORMATION PROCESSORS

Authors
CAMPA A DELGIUDICE P NADAL JP PARGA N
Citation
A. Campa et al., NEURAL NETWORKS AS OPTIMAL INFORMATION PROCESSORS, International journal of modern physics C, 5(5), 1994, pp. 855-862
Citations number
17
Categorie Soggetti
Mathematical Method, Physical Science","Physycs, Mathematical","Computer Science Interdisciplinary Applications
Journal title
International journal of modern physics C → ACNP
ISSN journal
01291831
Volume
5
Issue
5
Year of publication
1994
Pages
855 - 862
Database
ISI
SICI code
0129-1831(1994)5:5<855:NNAOIP>2.0.ZU;2-5
Abstract
We explore the properties of a feed-forward neural network whose coupl ings are chosen in such a way as to maximize the input-output mutual i nformation, in the case in which the input-output channel is affected by noise.