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Prolonged short-time period memory (LSTM) This is a popular method of RNN architecture that employs special models to deal with the vanishing gradient challenge, which was launched by Hochreiter et al. [42]. A memory cell within an LSTM unit can retail outlet information for extensive durations as well as the move of information into and out on the