Solving internal covariate shift in deep learning with linked neurons

Carles Roger Riera Molina, Oriol Pujol Vila

This work proposes a novel solution to the problem of internal covariate shift and dying neurons using the concept of linked neurons. We define the neuron linkage in terms of two c…