1 October 2000 Multilayer neural network with a fuzzy controlled learning method for optical pattern training
Xin Lin, Masahiko Mori
Author Affiliations +
A fast learning method for neural networks learning system using fuzzy controlling is proposed. By the fuzzy controlled theory, the learning rate and the nonlinear gain of the output function in the back- propagation algorithm are adjusted based on training error and training time. The effectiveness of this learning method is demonstrated in optical pattern training.
Xin Lin and Masahiko Mori "Multilayer neural network with a fuzzy controlled learning method for optical pattern training," Optical Engineering 39(10), (1 October 2000). https://doi.org/10.1117/1.1290583
Published: 1 October 2000
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Fuzzy logic

Neural networks

Neurons

Complex systems

Fuzzy systems

Computer simulations

Detection and tracking algorithms

Back to Top