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related. This issue in RNNs is referred as Vanishing Gradient Problem and Long Short-Term Memories (LSTMs) are solving this problem of RNNs. The difference between the usual RNN and LSTM is the set of operations that are performed on the passedinformation and the input value in that specific step.