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Recurrent Neural Network - What is the difference between LSTM and RNN?


Long Short-Term Memory (LSTM) networks may selectively keep or forget information, in contrast to Recurrent Neural Networks (RNNs) which have a finite memory capacity. Because of their higher bias and lack of regularization, RNNs are also more likely to overfit than LSTMs.