Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction

no code implementations • 29 May 2023 • Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora

Each layer in the networks trained using DBPC learn to predict the activities of neurons in the previous and next layer which allows the network to simultaneously perform classification and reconstruction tasks using feedforward and feedback propagation, respectively.

Classification