Feature Selection Using Extreme Gradient Boosting Bayesian Optimization to upgrade the Classification Performance of Motor Imagery signals for BCI

Author:

Thenmozhi T.,Helen R.

Publisher

Elsevier BV

Subject

General Neuroscience

Reference73 articles.

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3. Ang, K.K., Chin, Z.Y., Zhang, H., Guan, C., 2008. Filter bank common spatial pattern (FBCSP) in brain-computer interface. In: Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence). IEEE, pp. 2390–2397. https://10.1109/IJCNN.2008.4634130.

4. Spiking neural networks applied to the classification of motor tasks in EEG signals;Antelis;Neural Netw.,2020

5. Optimizing the channel selection and classification accuracy in EEG-based BCI;Arvaneh;IEEE Trans. Biomed. Eng.,2011

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