Learning with Local Gradients at the Edge

Michael Lomnitz, Zachary Daniels, David Zhang +1

To enable learning on edge devices with fast convergence and low memory, we present a novel backpropagation-free optimization algorithm dubbed Target Projection Stochastic Gradient…