Brain-inspired predictive coding dynamics improve the robustness of deep neural networks

1 code implementation • NeurIPS Workshop SVRHM 2020 • Bhavin Choksi, Milad Mozafari, Callum Biggs O'May, B. ADOR, Andrea Alamia, Rufin VanRullen

The reconstruction errors are used to iteratively update the network’s representations across timesteps, and to optimize the network's feedback weights over the natural image dataset--a form of unsupervised training.

Image Classification