Learning From Brains How to Regularize Machines

Zhe Li, Wieland Brendel, Edgar Y. Walker +7

Despite impressive performance on numerous visual tasks, Convolutional Neural Networks (CNNs) --- unlike brains --- are often highly sensitive to small perturbations of their input…