Jürgen Schmidhuber

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1 November 1997

Jürgen SchmidhuberKorrents 1 Nov 1997

From one piece Long Short-Term Memory 2 beliefs, in the piece's order there

korrents.com
LSTM can solve complex artificial long-time-lag tasks that prior recurrent network algorithms never solved.

Their words

LSTM also solves complex, artificial long-time-lag tasks that have never been solved by previous recurrent network algorithms.

Long Short-Term Memorydoi.org
korrents.com
Recurrent backpropagation learns slowly over long intervals mainly because error backflow decays.

Their words

Learning to store information over extended time intervals by recurrent backpropagation takes a very long time, mostly because of insufficient, decaying error backflow.

Long Short-Term Memorydoi.org

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