Characterizing optimum (input, output) processes for finite-state channels with feedback

We treat a finite-state channel whose state is the most recent channel output. Markovian characterizations of mutual-information-rate-maximizing constrained (input, output) processes are derived. The study was motivated by a mathematical model of brain function which is briefly discussed.