Title :
Artificial cross talk reduction of associative memory
Author :
Kumagai, Yukio ; Kamruzzaman, Joarder ; Hikita, Hiromitsu
Author_Institution :
Muroran Inst. of Tech., Hokkaido, Japan
Abstract :
A cross talk reduction method of an associative memory based on the outer product algorithm is presented. Because of crosstalk among superposed memories, memory capacity is limited and is much too low. To increase memory capacity, extensions to a higher-order correlation memory have been proposed. An associative memory architecture for realizing crosstalk reduction by using cross products as small as possible is presented. Higher-order cross product terms are obtained by using the Krawtchouk polynomial
Keywords :
content-addressable storage; Krawtchouk polynomial; artificial crosstalk reduction; associative memory; higher-order correlation memory; memory capacity; outer product algorithm; Approximation algorithms; Associative memory; Memory architecture; Neural networks; Polynomials; Proposals; Stability analysis; Stochastic processes; Vectors;
Conference_Titel :
Neural Networks, 1992. IJCNN., International Joint Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-0559-0
DOI :
10.1109/IJCNN.1992.227015
