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. 2024 Nov 29;14:29700. doi: 10.1038/s41598-024-81082-x

Fig. 10.

Fig. 10

Structure of an LSTM block, where Inline graphic and Inline graphic are respectively the cell states at the Inline graphic-th and Inline graphic-th observations, Inline graphic and Inline graphic are respectively the hidden states of the Inline graphic-th and Inline graphic-th nodes, Inline graphic is the cell state update value, Inline graphic is the input data, Inline graphic, Inline graphic, and Inline graphic are the states of forget gate, input gate, and output gate, respectively.