reference for nonsymmetric interconnection networks
Gune Yen
gyen at steinbeck.helios.nd.edu
Thu Jan 24 13:42:05 EST 1991
Hi,
Synthesis techniques for associative memories via artificial feedback
neural networks have been studied for many years. Among them, I am
very interested in any design method results in neural networks with
non-symmetric interconnecting structure. Obviously, the requirement
to have symmetric interconnection weights will pose difficulties in
implementation and may result in spurious states as well.
I am aware of the work given below:
A. Lapedes and R. Farber, "A Self-Optimizing Nonsymmetrical Neural
Net for Content Addressable Memory and Pattern Recognition", Physica
22D, 1986, pp. 247-259.
J. A. Farrell and A. N. Michel, "Analysis and Synthesis Techniques
for Hopfield Type Synchronous Discrete Neural Networks with
Application to Associative Memory", IEEE Transactions on Circuits
and Systems, Vol. 37, No. 11, November 1990, pp. 1356-1366.
Could anyone who familiar in this type of problem provide any
references and comments in terms of
symmetric/non-symmetric interconnection weights,
with/without self-feedback term,
difficulties in analog/digital implementation,
and etc.
Thank you very much.
Gary at gyen at steinbeck.helios.nd.edu
University of Notre Dame
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