DocumentCode
3554300
Title
A correlation based associative memory
Author
Park, Dong C. ; Mohammed, Osama ; Oh, S. ; Chung, Suk Y. ; Marks, R.J., II
Author_Institution
Dept. of Electr. & Comput. Eng., Florida Int. Univ., Miami, FL, USA
fYear
1991
fDate
7-10 Apr 1991
Firstpage
901
Abstract
An associative memory based on minimization of a free energy function determined by the library vectors to be stored is proposed. When the library vectors are bipolar, the energy function contains minima at the library vector location. The minima can be sought by search techniques such as gradient descent. Significantly, if the correlation nonlinearity is chosen to be sufficiently strong, then convergence occurs in a single step
Keywords
content-addressable storage; convergence; correlation theory; minimisation; correlation based associative memory; free energy function; gradient descent; library vectors; neural nets; search techniques; Artificial neural networks; Associative memory; Convergence; Gaussian distribution; Libraries; Matched filters; Memory architecture; Nonlinear distortion; Temperature distribution; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Southeastcon '91., IEEE Proceedings of
Conference_Location
Williamsburg, VA
Print_ISBN
0-7803-0033-5
Type
conf
DOI
10.1109/SECON.1991.147890
Filename
147890
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