Simple LSTM prediction example
This example shows the implementation of an LSTM layer used to predict the following samples of a signal based on the first few samples
You are now following this Submission
- You will see updates in your followed content feed
- You may receive emails, depending on your communication preferences
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 (2026). Simple LSTM prediction example (https://www.mathworks.com/matlabcentral/fileexchange/130289-simple-lstm-prediction-example), MATLAB Central File Exchange. Retrieved .
General Information
- Version 1.11.0.0 (1.89 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
