Before revision:  We also consider the decorrelation of information embedded in the dynamical patterns and show that decorrelating decoders converges to the upper bound of the mutual information for weak noise limit.
After revision:  We also consider the decorrelation of information embedded in the dynamical patterns and show that decorrelating decoders converges to the upper bound of the mutual information in the weak noise limit.