A Constructive Approach for One-Shot Training of Neural Networks Using Hypercube-Based Topological Coverings

W. Brent Daniel, Enoch Yeung

In this paper we presented a novel constructive approach for training deep neural networks using geometric approaches. We show that a topological covering can be used to define a c…