Title :
Capacity analysis of the two-level decoupled Hamming associative memory
Author :
Ikeda, Nobuhiko ; Watta, Paul B. ; Hassoun, Mohamad H.
Author_Institution :
Dept. of Comput. Sci. & Electron. Eng., Tokuyama Coll. of Technol., Yamaguchi, Japan
Abstract :
This paper presents a theoretical analysis of the two-level decoupled Hamming network, which is a high performance discrete-time/discrete-state associative memory model. The two-level decoupled Hamming memory generalizes the Hamming memory by providing for local Hamming distance computations in the first level and a voting mechanism in the second level. In this analysis, we study the effect of system dimension, window size, and noise on the capacity and error correction capability of the two-level Hamming memory
Keywords :
Hamming codes; content-addressable storage; capacity analysis; discrete-time/discrete-state associative memory model; error correction capability; local Hamming distance computations; noise; system dimension; two-level decoupled Hamming associative memory; voting mechanism; window size; Associative memory; Computer science; Educational institutions; Error correction; Hamming distance; Hardware; Image recognition; Pattern matching; Voting; Web sites;
Conference_Titel :
Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4859-1
DOI :
10.1109/IJCNN.1998.682315
