MagriLab / Robust-Validation-ESN

Validation strategies (including Recycle Validation and K-Fold Validation) for ESNs. A.Racca and L.Magri, Neural Networks (2021).

In this repository we show the code for the validation strategies for Echo State Networks by A.Racca and L.Magri published in Neural Networks (2021), https://doi.org/10.1016/j.neunet.2021.05.004. A preprint can be found at https://arxiv.org/abs/2103.03174.

An updated version of the Echo State Network implementation can be found at https://github.com/alberacca/Echo-State-Networks.

For more details on how the code works, there is an additional README file inside the source folder.