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Architectures · intermediate · concept 84 of 311 · Updated Nov 4, 2026

LSTM (Long Short-Term Memory)

An RNN variant that solves the vanishing gradient problem using gates (forget, input, output) that control information flow. Was the dominant sequence architecture before Transformers.

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Key terms

Forget gateInput gateOutput gateCell stateGRU

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