Constructing Associative Memories Using Neural Networks

X Xu; W T Tsai

doi:10.1117/12.951679

17 May 1989 Constructing Associative Memories Using Neural Networks

X Xu, W T Tsai

Proceedings Volume 1058, High Speed Computing II; (1989) https://doi.org/10.1117/12.951679
Event: OE/LASE '89, 1989, Los Angeles, CA, United States

Abstract

This paper proposes using a generalized Hopfield's model 1 , also known as the McCulloh-Pitts model 2, as associative memories. The system always converges to the nearest stored words. This is not true for Hopfield's model. We also determine the information capacity of this generalized model. Our result is better than those in the literature.

Citation Download Citation

X Xu and W T Tsai "Constructing Associative Memories Using Neural Networks", Proc. SPIE 1058, High Speed Computing II, (17 May 1989); https://doi.org/10.1117/12.951679

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