1 code implementation • 5 May 2021 • Yi Ding, Neethu Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan
It captures temporal dynamics of EEG which then serves as input to the proposed local and global graph-filtering layers.
2 code implementations • 7 Apr 2021 • Yi Ding, Neethu Robinson, Su Zhang, Qiuhao Zeng, Cuntai Guan
TSception consists of dynamic temporal, asymmetric spatial, and high-level fusion layers, which learn discriminative representations in the time and channel dimensions simultaneously.
1 code implementation • 17 Mar 2021 • Ravikiran Mane, Effie Chew, Karen Chua, Kai Keng Ang, Neethu Robinson, A. P. Vinod, Seong-Whan Lee, Cuntai Guan
With this design, we compare FBCNet with state-of-the-art (SOTA) BCI algorithm on four MI datasets: The BCI competition IV dataset 2a (BCIC-IV-2a), the OpenBMI dataset, and two large datasets from chronic stroke patients.
1 code implementation • 2 Apr 2020 • Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih-Shih Lee, Cuntai Guan
TSception consists of temporal and spatial convolutional layers, which learn discriminative representations in the time and channel domains simultaneously.