Simple LSTM prediction example

Version 1.11.0.0 (1,89 ko) par 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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Mise à jour 31 mai 2023

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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

Citation pour cette source

Lyes Demri (2025). Simple LSTM prediction example (https://www.mathworks.com/matlabcentral/fileexchange/130289-simple-lstm-prediction-example), MATLAB Central File Exchange. Extrait(e) le .

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Créé avec R2023a
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Version Publié le Notes de version
1.11.0.0

Added sigmoid.m
1.0.0