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(A) The illustration of the data preparation step in the training phase. The input sequence consists of four scan parameters (pscan) and simulated fingerprints (SMRF). (B) The LSTM model takes the input sequence per time-point (X[n]) and updates the hidden state. The bi-directional LSTM processes the input sequence in two ways: moving forward from the start to the end of the sequence, and vice versa.
