Title :
A deterministic capacity-finding method for multi-valued exponential BAM
Author :
Wang, Chua-Chin ; Huang, Chenn-Jung ; Hwang, Shiou-Ming
Author_Institution :
Dept. of Electr. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan
fDate :
11/1/2000 12:00:00 AM
Abstract :
The multi-valued exponential bidirectional associative memory (MV-eBAM) has been proposed and proved to be asymptotically stable under certain constraints. Although multi-valued eBAM has been verified to possess high capacity by thorough simulations, the capacity is still unable to be solved analytically. In the paper, an algorithm is proposed to derive the capacity. Some important characteristics, including the absolute lower bound of the radix, and the approximate capacity are also discussed. The result shows that the multi-valued eBAM indeed possesses high capacity
Keywords :
asymptotic stability; content-addressable storage; absolute lower bound; approximate capacity; deterministic capacity-finding method; multi-valued exponential BAM; multi-valued exponential bidirectional associative memory; Algorithm design and analysis; Analytical models; Approximation algorithms; Associative memory; Asymptotic stability; Equations; Magnesium compounds; Neurons; Pattern analysis; Robustness;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/3468.895905
