Lossless Reconstruction from a Feedback Predictive Coding Network

    We show that it is possible to reverse a feedback predictive coding network, so as to reconstruct the input. (Note: we focus on the feedback predictive coding network, here, since that is the focus of our attention in the paper.) Consider the recursive equations describing the dynamics of the network (where the predictor can be implemented linearly or… CONTINUE READING