18.13 Long Short-Term Memory Neural Networks LSTM

Representation Method Measure

A long short-term memory neural network is a recurrent neural network which uses additional storage in the architecture to keep temporary information (short-term memory). Stored data will be forgotten through iteration. The efficiency of feature extraction is improved and computational time is reduced.

Your donation will support ongoing development and give you access to the PDF version of the 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.