Learning in the Machine: To Share or Not to Share?

Jordan Ott, Erik Linstead, Nicholas LaHaye +1

Weight-sharing is one of the pillars behind Convolutional Neural Networks and their successes. However, in physical neural systems such as the brain, weight-sharing is implausible.…