12 July 1993 Optical learning network with amplitude detection
Author Affiliations +
Proceedings Volume 1806, Optical Computing; (1993) https://doi.org/10.1117/12.147870
Event: Topical Meeting on Optical Computing, 1992, Minsk, Belarus
Abstract
An optical learning network using photorefractive holograms with grating amplitude detection is presented and demonstrated. The Stoke's principle for light is used to realize both bipolar weight changes and bipolar activities for perceptron learning. The bipolar detection is achieved by using a double Mach-Zehnder interferometer and an electronic subtractor at the output port. Experimental results show that a zero or near to zero threshold value, the network can be trained to dichotomize the input patterns.
© (1993) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Chau-Jern Cheng, Ken Yuh Hsu, Tai Chiung Hsieh, Pochi Yeh, "Optical learning network with amplitude detection", Proc. SPIE 1806, Optical Computing, (12 July 1993); doi: 10.1117/12.147870; https://doi.org/10.1117/12.147870
PROCEEDINGS
12 PAGES


SHARE
RELATED CONTENT


Back to Top