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Long Short-Term Memory - What is the difference between LSTM and RNN?


The primary distinction between RNNs and LSTMs is their memory capacity. RNNs have a limited ability to remember, while LSTMs have a selective memory feature that allows them to remember or forget relevant information. Furthermore, RNNs are more susceptible to overfitting than LSTMs due to less regularization and higher bias.