Canalizing Boolean Functions Maximize Mutual Information
Canalizing Boolean Functions Maximize Mutual Information
Information processing in biologically motivated Boolean networks is of interest in recent information theoretic research. One measure to quantify this ability is the well-known mutual information. Using Fourier analysis, we show that canalizing functions maximize mutual information between a single input variable and the outcome of a function with fixed …