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Analysis of an associative memory model based on matched filters

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2 Author(s)
Xu Bingzheng ; South China Univ. of Technol., Guangzhou, China ; Zhang Bailing

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

Published in:

Circuits and Systems, 1991. Conference Proceedings, China., 1991 International Conference on

Date of Conference:

16-17 Jun 1991

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