Nonlinear Features and Hybrid Optimization Algorithm for Automated Electroencephalogram Signal Analysis

Author:

Egorova Lyudmila,Kazakovtsev Lev,Vaitekunene Elena

Publisher

Springer Nature Switzerland

Reference21 articles.

1. Zafar, A., Kallu, K.D., Yaqub, M.A., Ali, M.U., Byun, J.H., Yoon, M., Kim, K.S.: A hybrid GCN and filter-based framework for channel and feature selection: an fNIRS-BCI study. Int. J. Intell. Syst. 2023, 14 (2023). https://doi.org/10.1155/2023/8812844

2. Lee, K., Jeong, H., Kim, S., Yang, D., Kang, H., Choi, E.: Real-time seizure detection using EEG: a comprehensive comparison of recent approaches under a realistic setting. In: Proc. of Machine Learning Research. Conf. on Health, Inference, and Learning (CHIL), vol. 174, pp. 311–337 (2022)

3. Loskutov, A.Y., Mikhailov, A.S.: Fundamentals of the Theory of Complex Systems. Institute of Computer Sciences, ICR, Moscow-Izhevsk (In Russian) (2007)

4. Pincus, S.M.: Approximate entropy as a measure of system complexity. Proc. Natl. Acad. Sci. USA 88, 2297–2301 (1991)

5. Loshchilov, I., Hutter, F.: SGDR: Stochastic gradient descent with warm restarts. In: 5th International Conference on Learning Representations, ICLR, Toulon, France. Conference Track Proceedings (2017)

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