Analysis of an associative memory model based on matched filters

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.<
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