RNN

Also known as: Recurrent Neural Network

A recurrent neural network processes sequences step-by-step, passing a hidden state through time. Classic RNNs struggle with long dependencies and parallelization.

LSTMs/GRUs improved the gating; Transformers largely replaced RNNs for large-scale NLP, though recurrence still appears in some efficient architectures.

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