Title :
Pseudopassive neural networks
Author :
Sienko, Wieslaw ; Zurada, Jacek M.
Author_Institution :
Maritime Merchant Acad., Gdynia, Poland
Abstract :
Neural networks proposed by Hopfield can be represented as pseudopassive signal-flow networks. The pseudopassivity approach allows control of each of the networks´ equilibrium points. It is shown that content-addressable memories can be considered as pseudopassive neural networks implementing orthogonal projections
Keywords :
content-addressable storage; neural nets; nonlinear network analysis; Hopfield; content-addressable memories; nonlinear orthogonal filters; orthogonal projections; pseudopassive neural networks; pseudopassive signal-flow networks; Communication system control; Equations; Filters; Hopfield neural networks; Neural networks; Neurons; Stability; State-space methods; Symmetric matrices; Transfer functions;
Conference_Titel :
Circuits and Systems, 1991., IEEE International Sympoisum on
Print_ISBN :
0-7803-0050-5
DOI :
10.1109/ISCAS.1991.176033
