Title :
A new approach to the associative memory design using neural networks
Author :
Bhandari, S.M. ; Murthy, K.V.V. ; Rao, S.S.S.P.
Author_Institution :
Indian Inst. of Technol., Bombay, India
Abstract :
Proposes a design for associative memory using a neural network. The problem of associative memory is transformed to a constrained optimization problem. The information storage and retrieval algorithms and the network architecture for the proposed associative memory are described. Simulations were carried out to test the proposed storage/retrieval algorithms. The results of these simulations are presented
Keywords :
content-addressable storage; neural nets; associative memory design; constrained optimization problem; information storage; network architecture; neural networks; retrieval algorithms; storage/retrieval algorithms; Associative memory; Computer architecture; Computer science; Constraint optimization; Cost function; Design engineering; Equations; Information retrieval; Linear programming; Neural networks;
Conference_Titel :
Circuits and Systems, 1992. ISCAS '92. Proceedings., 1992 IEEE International Symposium on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0593-0
DOI :
10.1109/ISCAS.1992.230638
