Marco-Congedo/Diagonalizations.jl

Diagonalization procedures for Julia (PCA, Whitening, MCA, gMCA, CCA, gCCA, CSP, CSTP, AJD, mAJD)

Language: Julia - Size: 2.22 MB - Last synced at: 23 days ago - Pushed at: about 2 months ago - Stars: 35 - Forks: 6

MiguelRochaBE/MotorImagery-BCI

Language: Jupyter Notebook - Size: 148 MB - Last synced at: 7 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

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: MATLAB - Size: 9.86 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

orvindemsy/BCICIV2a-FBCSP

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

Language: Jupyter Notebook - Size: 554 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 7

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: Python - Size: 84 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 85 - Forks: 12

orvindemsy/MI-BCI-CSP

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

Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

faheemersh/Senior_Design_Dry_EEG_BCI

Senior Design Project at UH

Size: 564 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 13 - Forks: 1

captainjtx/ML101

Yet another machine learning notebook

Language: Jupyter Notebook - Size: 527 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0