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What is LSTM (Long Short-Term Memory)?

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What is LSTM (Long Short-Term Memory)?

LSTM, or Long Short-Term Memory, is a type of recurrent neural network (RNN) designed to handle sequential data. Unlike traditional neural networks, LSTM excels at capturing long-term dependencies by utilizing a memory cell and three gates: forget gate, input gate, and output gate. The forget gate determines what information to discard from the ...

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