Walking the Weight Manifold: a Topological Approach to Conditioning Inspired by Neuromodulation

Ari S. Benjamin, Kyle Daruwalla, Christian Pehle +2

One frequently wishes to learn a range of similar tasks as efficiently as possible, re-using knowledge across tasks. In artificial neural networks, this is typically accomplished b…