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Research paper

Long Short-Term Memory

At a glance

LSTM helps neural networks remember information over long sequences.

In one paragraph

Introduced LSTM, a neural network designed to retain information over long sequences, addressing a training difficulty that prevented earlier networks from learning relationships far apart.

Authors 2

  1. Sepp Hochreiter
  2. Jürgen Schmidhuber