DocumentCode
2694047
Title
Convergence properties of a pulsed neural network
Author
Mian, Omar N. ; Cotter, Neil E.
fYear
1990
fDate
17-21 June 1990
Firstpage
599
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1990., 1990 IJCNN International Joint Conference on
Conference_Location
San Diego, CA, USA
Type
conf
DOI
10.1109/IJCNN.1990.137635
Filename
5726595
Link To Document