common-spatial-pattern

There are 8 repositories under common-spatial-pattern 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.

    Language:Python23431126

  • orvindemsy/BCICIV2a-FBCSP

    Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python

    Language:Jupyter Notebook323410

  • faheemersh/Senior_Design_Dry_EEG_BCI

    Senior Design Project at UH

    12301

  • davidemiani/hgdecode

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

    Language:Python11107

  • orvindemsy/MI-BCI-CSP

    Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python

    Language:Jupyter Notebook6215

  • sajjadkarimi91/motor-imagery-BCI

    A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO

    Language:MATLAB6131

  • captainjtx/ML101

    Yet another machine learning notebook

    Language:Jupyter Notebook1100

  • syedsalmanali08/Maximum-entropy-based-CSP

    Maxim Entropy based Common Spatial Pattern

    Language:Matlab0001