Biologically plausible deep learning -- but how far can we go with shallow networks?

Bernd Illing, Wulfram Gerstner, Johanni Brea

Training deep neural networks with the error backpropagation algorithm is considered implausible from a biological perspective. Numerous recent publications suggest elaborate model…