Backpropagation-free Deep Learning for Time-Series Classification

Miha Kapš, Blaž Bertalanič, Carolina Fortuna

Deep neural networks for time series classification (TSC) are trained almost exclusively by error backpropagation, which imposes update locking and the weight-transport problem. Ba…