Search Results for author: Chengxuan Tong

Found 2 papers, 2 papers with code

EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces

1 code implementation25 Apr 2024 Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong, Cuntai Guan

Effectively learning the temporal dynamics in electroencephalogram (EEG) signals is challenging yet essential for decoding brain activities using brain-computer interfaces (BCIs).

EEG

LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface

1 code implementation5 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.

Brain Computer Interface EEG +1

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