Exponential Capacity in an Autoencoder Neural Network with a Hidden Layer

Alireza Alemi, Alia Abbara

A fundamental aspect of limitations in learning any computation in neural architectures is characterizing their optimal capacities. An important, widely-used neural architecture is…