Brain Science Advances

Open Access Research Article

Transformer-based ensemble deep learning model for EEG-based emotion recognition

Xiaopeng Si, Dong Huang, Yulin Sun, [...], Shudi Huang, He Huang, Dong Ming << Fewer

https://doi.org/10.26599/BSA.2023.9050016

Published: 05 September 2023

2023, 9 (3): 210-223

Downloads: 278 | Views: 1230 |

PDF (1.8 MB)

Open Access Research Article

Overview of the winning approaches in BCI Controlled Robot Contest in World Robot Contest 2021: Calibration-free SSVEP

Rui Bian, Dongrui Wu

https://doi.org/10.26599/BSA.2022.9050002

Published: 29 June 2022

2022, 8 (2): 99-110

Downloads: 240 | Views: 1183 |

PDF (2.9 MB)

Open Access Research Article

Review of training-free event-related potential classification approaches in the World Robot Contest 2021

Huanyu Wu, Dongrui Wu

https://doi.org/10.26599/BSA.2022.9050001

Published: 29 June 2022

2022, 8 (2): 82-98

Downloads: 231 | Views: 1109 |

PDF (1.8 MB)

Open Access Review Article

Demystifying signal processing techniques to extract resting- state EEG features for psychologists

Zhenjiang Li, Libo Zhang, Fengrui Zhang, [...], Ruolei Gu, Weiwei Peng, Li Hu << Fewer

https://doi.org/10.26599/BSA.2020.9050019

Published: 04 February 2021

2020, 6 (3): 189-209

Downloads: 230 | Views: 1749 |

PDF (1.7 MB)

Open Access Review Article

Sleep-based therapy: A new treatment for amyotrophic lateral sclerosis

Qing Cai, Mengya Li, Qifang Li

https://doi.org/10.26599/BSA.2021.9050010

Published: 08 December 2021

2021, 7 (3): 155-162

Downloads: 197 | Views: 829 |

PDF (1 MB)

Open Access Research Article

An improved EEGNet for single-trial EEG classification in rapid serial visual presentation task

Hongfei Zhang, Zehui Wang, Yinhu Yu, [...], Haojun Yin, Chuangquan Chen, Hongtao Wang << Fewer

https://doi.org/10.26599/BSA.2022.9050007

Published: 29 June 2022

2022, 8 (2): 111-126

Downloads: 183 | Views: 1386 |

PDF (2.3 MB)

Open Access Review Article

Video-triggered EEG-emotion public databases and current methods: A survey

Wanrou Hu, Gan Huang, Linling Li, [...], Li Zhang, Zhiguo Zhang, Zhen Liang << Fewer

https://doi.org/10.26599/BSA.2020.9050026

Published: 04 February 2021

2020, 6 (3): 255-287

Downloads: 171 | Views: 1299 |

PDF (3.3 MB)

Open Access Review Article

Demystifying signal processing techniques to extract task- related EEG responses for psychologists

Libo Zhang, Zhenjiang Li, Fengrui Zhang, [...], Ruolei Gu, Weiwei Peng, Li Hu << Fewer

https://doi.org/10.26599/BSA.2020.9050018

Published: 04 February 2021

2020, 6 (3): 171-188

Downloads: 170 | Views: 1482 |

PDF (2.1 MB)

Open Access Research Article

Comparison of cross-subject EEG emotion recognition algorithms in the BCI Controlled Robot Contest in World Robot Contest 2021

Chao Tang, Yunhuan Li, Badong Chen

https://doi.org/10.26599/BSA.2022.9050013

Published: 29 June 2022

2022, 8 (2): 142-152

Downloads: 163 | Views: 1270 |

PDF (1.1 MB)

Open Access Research Article

Identify potential neuroimaging-based scalp acupuncture and neuromodulation targets for anxiety

Jin Cao, Yiting Huang, Sierra A. Hodges, [...], Nathaniel Meshberg, Jian Kong << Fewer

https://doi.org/10.26599/BSA.2021.9050011

Published: 05 June 2021

2021, 7 (2): 97-111

Downloads: 142 | Views: 1360 |

PDF (5.5 MB)