Multiplexed gradient descent: Fast online training of modern datasets on hardware neural networks without backpropagation

Adam N. McCaughan, Bakhrom G. Oripov, Natesh Ganesh +3

We present multiplexed gradient descent (MGD), a gradient descent framework designed to easily train analog or digital neural networks in hardware. MGD utilizes zero-order optimiza…