2 papers
cs.NE2016
Direct Method for Training Feed-forward Neural Networks using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions
Artem Chernodub
This paper is dedicated to the long-term, or multi-step-ahead, time series prediction problem. We propose a novel method for training feed-forward neural networks, such as multilay…
cs.AI2015
Neurocontrol methods review
Artem Chernodub, Dmitry Dziuba
Methods of applying neural networks to control plants are considered. Methods and schemes are described, their advantages and disadvantages are discussed.