Title :
Fuzzy data recall using polynomial bidirectional hetero-correlator
Author :
Wang, Chua-Chin ; Tsai, Cheng-Fa
Author_Institution :
Dept. of Electr. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
Abstract :
A method of fuzzy data recall using polynomial bidirectional hetero-correlator is presented. This has a higher capacity for pattern pair storage than that of the conventional BAMs and fuzzy memories. A new energy function is defined. The polynomial bidirectional hetero-correlator (PBHC) takes advantage of fuzzy characteristics in evolution equations such that the signal-noise-ratio (SNR) is significantly increased. In this work, we prove the stability of fuzzy data recall using polynomial bidirectional hetero-correlator. The increase of SNR consequently enhances the capacity of the polynomial bidirectional hetero-correlator. The capacity of the fuzzy data recall using PBHC in the worst case is also estimated
Keywords :
content-addressable storage; correlation methods; fuzzy neural nets; genetic algorithms; associative memory; energy function; evolution equations; fuzzy data recall; fuzzy memories; polynomial bidirectional hetero-correlator; signal-noise-ratio; storage capacity; Associative memory; Correlators; Equations; Fuzzy systems; Neural networks; Polynomials; Signal analysis; Stability; Sufficient conditions; Surface fitting;
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.728180