Experimental investigation of the performance of an optical two-layer neural network

Nikolay N. Evtihiev; Rostislav S. Starikov; Boris N. Onyky; Vadim V. Perepelitsa; Igor B. Scherbakov

doi:10.1117/12.195600

7 December 1994 Experimental investigation of the performance of an optical two-layer neural network

Nikolay N. Evtihiev, Rostislav S. Starikov, Boris N. Onyky, Vadim V. Perepelitsa, Igor B. Scherbakov

Proceedings Volume 2430, Optical Memory & Neural Networks '94: Optical Neural Networks; (1994) https://doi.org/10.1117/12.195600
Event: Optical Memory and Neural Networks: International Conference, 1994, Moscow, Russian Federation

Abstract

The paper presents the obtained results of learning of the two-layer (64 X 8) neural network (TLNN), the results of tolerant noising of weight matrixes and results of hardware implementation. The imperfection of optics satisfies the margin requirements of the TLNN model.

Citation Download Citation

Nikolay N. Evtihiev, Rostislav S. Starikov, Boris N. Onyky, Vadim V. Perepelitsa, and Igor B. Scherbakov "Experimental investigation of the performance of an optical two-layer neural network", Proc. SPIE 2430, Optical Memory & Neural Networks '94: Optical Neural Networks, (7 December 1994); https://doi.org/10.1117/12.195600

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available