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DeepICClassifier.h5 contains the ensemble deep neural network developed in our work. It can be loaded using Keras Library. An example is presented in loading_example.py.
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Standardisation Values.pkl contains the mean and standard devation used to standardise the input samples.
In case you use our model, please cite the following article:
Lopes, F., Leal, A., Medeiros, J., Pinto, M. F., Dourado, A., Dümpelmann, M., & Teixeira, C. (2022). Ensemble Deep Neural Network for Automatic Classification of EEG Independent Components. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30, 559-568.