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Long Short-Term Memory

The LSTM paper introduces gated recurrent units designed to preserve learning signals over longer intervals. Input, output, and memory mechanisms address failure modes of conventional recurrent learning.

Overview. The LSTM paper introduces gated recurrent units designed to preserve learning signals over longer intervals.

Context. Input, output, and memory mechanisms address failure modes of conventional recurrent learning.

Claims and evidence

Claim ledger, 2