We are assisting at a growing interest in the development of learning architectures with application to digital communication systems. Herein, we consider detection/decoding problem. aim developing an optimal neural architecture for such task. The definition criterion is fundamental step. propose use mutual information (MI) channel input-output signal pair, which yields minimization a-posterior...