Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks

Adam Byerly, Tatiana Kalganova

Capsules are the name given by Geoffrey Hinton to vector-valued neurons. Neural networks traditionally produce a scalar value for an activated neuron. Capsules, on the other hand,…