Adjusting for Autocorrelated Errors in Neural Networks for Time Series

Fan-Keng Sun, Christopher I. Lang, Duane S. Boning

An increasing body of research focuses on using neural networks to model time series. A common assumption in training neural networks via maximum likelihood estimation on time seri…