Before revision:  Considering a deterministic limit, we model the decoding networks by linear response functions, and optimize the functions with a calculus of variation to maximize the mutual information between patterns and output.
After revision:  Considering a deterministic limit, we model the decoding networks by linear response functions, and optimize the functions with the calculus of variations to maximize the mutual information between patterns and output.