Title :
Analysis of an associative memory model based on matched filters
Author :
Bingzheng, Xu ; Bailing, Zhang
Author_Institution :
South China Univ. of Technol., Guangzhou, China
Abstract :
The authors discuss the stability of the memories and give several sufficient conditions for stability. The error correcting property is analysed. The restraining conditions for the nonlinear functions in the model to meet the attractivity requirement are given. The authors estimate the memory capacity in view of signal-to-noise ratio and point out that it increases exponentially with N when the nonlinear function is taken as an exponential function
Keywords :
content-addressable storage; error correction; matched filters; neural nets; stability criteria; S/N ratio; associative memory model; attractivity requirement; error correcting property; matched filters; memory capacity; nonlinear functions; restraining conditions; stability conditions; Associative memory; Context modeling; Error correction; Glass; Matched filters; Neural networks; Neurons; Signal to noise ratio; Stability; Sufficient conditions;
Conference_Titel :
Circuits and Systems, 1991. Conference Proceedings, China., 1991 International Conference on
Conference_Location :
Shenzhen
DOI :
10.1109/CICCAS.1991.184284
