Simple LSTM prediction example

Version 1.11.0.0 (1.89 KB) by 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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Updated 31 May 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

Cite As

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

MATLAB Release Compatibility
Created with R2023a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.11.0.0

Added sigmoid.m
1.0.0