Perceptron Theory Can Predict the Accuracy of Neural Networks

Denis Kleyko, Antonello Rosato, E. Paxon Frady +2

Multilayer neural networks set the current state of the art for many technical classification problems. But, these networks are still, essentially, black boxes in terms of analyzin…