Title :
V-BiCoMeS: A binary content addressable memory system
Author_Institution :
Electron. & Commun. Eng. Dept., Dogus Univ., Istanbul, Turkey
Abstract :
In this paper, we present a novel binary content addressable memory system based on a variable structure concept. The stability of the proposed system is shown by a Lyapunov or energy function. As applied to the problem of recalling of degraded patterns/images, the simulation results suggest that the proposed content addressable memory system outperforms the standard Hopfield memory model with the same weight matrices.
Keywords :
Lyapunov methods; content-addressable storage; matrix algebra; stability; Hopfield memory model; Lyapunov function; V-BiCoMeS; binary content addressable memory system; energy function; variable structure concept; weight matrices; Associative memory; Computer aided manufacturing; Eigenvalues and eigenfunctions; Radio transmitters; Receivers; Signal to noise ratio; Vectors; Continuous-Time Linear Systems; Hopfield memory model; Lyapunov function;
Conference_Titel :
Information, Communication and Automation Technologies (ICAT), 2011 XXIII International Symposium on
Conference_Location :
Sarajevo
Print_ISBN :
978-1-4577-0744-5
DOI :
10.1109/ICAT.2011.6102110
