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rtwilliam's Projects

eeg-conformer icon eeg-conformer

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

eeg-transformer icon eeg-transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

transformer-attention-multi icon transformer-attention-multi

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

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