Simple LSTM prediction example

版本 1.11.0.0 (1.9 KB) 作者: Lyes Demri

This example shows the implementation of an LSTM layer used to predict the following samples of a signal based on the first few samples

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更新时间 2023/5/31

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This code implements an LSTM layer as described in (Graves et al. 2013). It can predict the 7 missing samples of random 10-sample-long sequences based on the first 3 samples. It shows every step of the gradient calculations

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Lyes Demri (2024). Simple LSTM prediction example (https://www.mathworks.com/matlabcentral/fileexchange/130289-simple-lstm-prediction-example), MATLAB Central File Exchange. 检索来源 2024/4/29.