Overcoming recurrent neural networks' compactness limitation for neurofiltering
J.T. Lo, Li Chen Yu · Proceedings of International Conference on Neural Networks (ICNN'97) · 2002
Two range extenders and one range reducer for neural filtering are disclosed. The two range extenders are essentially an EKF and an accumulator respectively, which are used to extend the range of a recurrent neural network to cover the range of a signal process to be estimated. The range reducer disclosed is a differencer, which is used to reduce the range of the measurement process available for filtering.