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Lstm - Why LSTM is better than RNN?


When compared to Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks perform better because they can recall data dependencies that span several time periods. They outperform simple RNNs because of their intricate structure, which includes input, output, and forget gates, which enables them to selectively store or reject data.