18.18 Recurrent Neural Networks

Representation Method Measure

A recurrent neural network is a neural network which records information recursively between layers. An RNN is useful for predicting time series. Problems with the approach include gradient vanish or gradient explosion. Long short-term memory neural networks address these problems.

Your donation will support ongoing development and give you access to the PDF version of this book. Desktop Survival Guides include Data Science, GNU/Linux, and MLHub. Books available on Amazon include Data Mining with Rattle and Essentials of Data Science. Popular open source software includes rattle, wajig, and mlhub. Hosted by Togaware, a pioneer of free and open source software since 1984.
Copyright © 1995-2021 Graham.Williams@togaware.com Creative Commons Attribution-ShareAlike 4.0.