Learning by diffusion for multilayer perceptron
- 13 April 1989
- journal article
- Published by Institution of Engineering and Technology (IET) in Electronics Letters
- Vol. 25 (8) , 531-533
- https://doi.org/10.1049/el:19890364
Abstract
A method of nonlinear optimisation based on simulating diffusion processes is discussed and applied as a self-organisation or learning tool for the multilayer perceptron neural network. Results indicate significant improvements over conventional learning methods. The new method can be easily implemented in existing hardware.Keywords
This publication has 1 reference indexed in Scilit:
- Fast simulated annealingAIP Conference Proceedings, 1986