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common-spatial-pattern

Here are 2 public repositories matching this topic...

eeyhsong / 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.

deep-learning eeg transformer attention vit attention-mechanism physiological-signals common-spatial-pattern eeg-classification

Updated Mar 23, 2023
Python

davidemiani / hgdecode

Implements High-Gamma dataset decoding using Filter Bank Common Spatial Pattern with rLDA classification and Neural Networks.

deep-neural-networks deep-learning tensorflow keras eeg brain-computer-interface time-series-classification brain-signal-decoding common-spatial-pattern eeg-classification filter-bank

Updated Mar 14, 2019
Python

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