Maxim E. Polivoda

Backpropagation Through Time For Networks With Long-Term Dependencies

2021 · arXiv (Cornell University)

Backpropagation through time (BPTT) is a technique of updating tuned parameters within recurrent neural networks (RNNs). Several attempts at creating such an algorithm have been made including: Nth Ordered Approximations and Truncated-BPTT. These methods approximate …