Title :
Convergence properties of a pulsed neural network
Author :
Mian, Omar N. ; Cotter, Neil E.
Abstract :
A neural network based on pulse-width-modulated signals is described. Simulation results for the pulsed equivalent of a two-neuron Hopfield network show that proper convergence is achieved without heavy low-pass filtering. This suggests that temporal information may be of little importance in a certain class of pulsed neural network architectures
Keywords :
convergence; neural nets; pulse circuits; pulse width modulation; convergence; pulse-width-modulated signals; pulsed neural network architectures; temporal information; two-neuron Hopfield network;
Conference_Titel :
Neural Networks, 1990., 1990 IJCNN International Joint Conference on
Conference_Location :
San Diego, CA, USA
DOI :
10.1109/IJCNN.1990.137635
