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(i) The elementary framework of an RNN showing input unit (x), hidden unit (s), and output unit (o). Different weight matrixes are U (for the shift from x to s), V (for the shift from s to s), and W (for the shift from s to o). (ii) Structure generation from RNNs as part of DL-driven de novo molecular design in a sequential manner.
