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Long Short-Term Memory

Published in Neural Computation • Nov 1, 1997
Authors:
Sepp Hochreiter
,
Jürgen Schmidhuber

Abstract

Learning to store information over extended time intervals by recurrent backpropagation takes a very long time, mostly because of insufficient, decaying error backflow. We briefly review Hochreiter's (1991) analysis of this problem, then address it by introducing a novel, efficient, gradient based m...

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