The LightGBM-based classification algorithm for Chinese characters speech imagery BCI system
Author:
Funder
National Natural Science Foundation of China
Shaanxi Postdoctoral Science Foundation
Publisher
Springer Science and Business Media LLC
Subject
Cognitive Neuroscience
Link
https://link.springer.com/content/pdf/10.1007/s11571-022-09819-w.pdf
Reference34 articles.
1. Abenna S, Nahid M, Bajit A (2021) Brain-computer interface: A novel eeg classification for baseline eye states using LGBM algorithm. In: International conference on digital technologies and applications, pp 189–19. Springer
2. Abenna S, Nahid M, Bajit A (2022) Motor imagery based brain-computer interface: improving the EEG classification using delta rhythm and LightGBM algorithm. Biomed Signal Process Control 71:103102
3. Bocquelet F, Hueber T, Girin L, Chabardès S, Yvert B (2017) Key considerations in designing a speech brain-computer interface. J Physiol Paris 110(4):392–401
4. DaSalla CS, Kambara H, Sato M, Koike Y (2009) Single-trial classification of vowel speech imagery using common spatial patterns. Neural Netw 22(9):1334–1339
5. Fei C, Changjie P (2020) A review on brain-computer interface technologies for speech imagery. J Signal Process 36(6):816–830
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