Deep Learning without Global Optimization by Random Fourier Neural Networks

Owen Davis, Gianluca Geraci, Mohammad Motamed

We introduce a new training algorithm for deep neural networks that utilize random complex exponential activation functions. Our approach employs a Markov Chain Monte Carlo samplin…