Fig. 1: The network structure of LSTM. | Humanities and Social Sciences Communications

Fig. 1: The network structure of LSTM.

From: Paying attention to distortion: improving the accuracy of multistep-ahead carbon price forecasting with shape and temporal criteria

Fig. 1

This figure illustrates the process by which data flows through an LSTM network. Upon examining the magnified view of an LSTM cell, it becomes apparent that each cell incorporates innovative gating mechanisms: forgetting gates, input gates, and output gates. These mechanisms enable the LSTM network to effectively capture the temporal dependencies within sequence data.

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