Predicting time series using neural networks with wavelet-based denoising layers

De-noising by soft-thresholding

David L. Donoho · IEEE Transactions on Information Theory · 1995 · 9.6K citations

Natural Sciences, Computer Science, Mathematics +11

A Learning Algorithm for Continually Running Fully Recurrent Neural Networks

Ronald J. Williams, David Zipser · Neural Computation · 1989 · 4.5K citations

Computing, Computer Science, Algorithms +7

Wavelet networks

Q. Zhang, Albert Benveniste · IEEE Transactions on Neural Networks · 1992 · 2.1K citations

Computing, Computer Science, Machine Learning +11

Wave‐net: a multiresolution, hierarchical neural network with localized learning

Bhavik R. Bakshi, George Stephanopoulos · AIChE Journal · 1993 · 249 citations

Computing, Computational Engineering, Machine Learning +16

Improving generalization performance using double backpropagation

Harris Drucker, Y. Le Cun · IEEE Transactions on Neural Networks · 1992 · 242 citations

Computing, Computer Science, Machine Learning +5