Short-length SSVEP data extension by a novel generative adversarial networks based framework

Author:

Pan YudongORCID,Li Ning,Zhang Yangsong,Xu Peng,Yao Dezhong

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Reference67 articles.

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2. Ang KK, Chin ZY, Zhang H, Guan C (2008) Filter bank common spatial pattern (FBCSP) in brain–computer interface. In: 2008 IEEE international joint conference on neural networks (IEEE world congress on computational intelligence), Hong Kong, China, 01–08 June. IEEE, pp 2390–2397

3. Aznan NK, Atapour-Abarghouei A, Bonner S, Connolly JD, Al Moubayed N, Breckon TP (2019) Simulating brain signals: creating synthetic EEG data via neural-based generative models for improved SSVEP classification. In: 2019 International joint conference on neural networks (IJCNN), Budapest, Hungary, 14–19 July. IEEE, pp 1–8

4. Aznan NK, Atapour-Abarghouei A, Bonner S, Connolly JD, Breckon TP (2021) Leveraging synthetic subject invariant EEG signals for zero calibration BCI. In: 2020 25th International conference on pattern recognition (ICPR), Milan, Italy, 10–15 Januray. IEEE, pp 10418–10425

5. Bin G, Gao X, Wang Y, Li Y, Hong B, Gao S (2011) A high-speed BCI based on code modulation VEP. J Neural Eng 8(2):025015

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