Convolutional Neural Networks Regularized by Correlated Noise

Shamak Dutta, Bryan Tripp, Graham Taylor

Neurons in the visual cortex are correlated in their variability. The presence of correlation impacts cortical processing because noise cannot be averaged out over many neurons. In…