Title :
A study of noise in PWM neural networks
Author :
Griffiths, P.J. ; Marsland, J.S. ; Eccleston, W.
Author_Institution :
Dept. of Electr. Eng., Liverpool Univ., UK
Abstract :
Shows the effect of introducing noise to the weight set and at the input to the neuron. The MLP investigated is tolerant to noise added at the input to the neuron and therefore could be implemented using the PWM neural network with the RC time constant set close to the PWM period
Keywords :
neural nets; noise; pulse width modulation; MLP; PWM neural networks; RC time constant; neuron; noise; weight set;
Conference_Titel :
Hardware Implementation of Neural Networks and Fuzzy Logic, IEE Colloquium on
Conference_Location :
London
