common-spatial-pattern

There are 0 repository 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.

  deep-learningattention-mechanismvittransformerattentioncommon-spatial-patterneegeeg-classificationphysiological-signals
  Language:Python 227

• orvindemsy / BCICIV2a-FBCSP

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

  bcicommon-spatial-patternmotor-imagerybrain-computer-interfacepython
  Language:Jupyter Notebook 33

• faheemersh / Senior_Design_Dry_EEG_BCI

  Senior Design Project at UH

  bcirealtimemotor-imagery-classificationmotor-execution-classificationcommon-spatial-patternsupport-vector-machinespower-spectral-densityopenbci-cytonbrain-computer-interface
  12

• davidemiani / hgdecode

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

  deep-learningdeep-neural-networkseegkerastensorflowfilter-bankcommon-spatial-patternbrain-computer-interfacetime-series-classificationeeg-classificationbrain-signal-decoding
  Language:Python 11

• orvindemsy / MI-BCI-CSP

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

  common-spatial-patternbrain-computer-interface
  Language:Jupyter Notebook 6

• sajjadkarimi91 / motor-imagery-BCI

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

  bci-systemscommon-spatial-patterncspeegeeg-classificationeeg-signals-processingfbcspmotor-imagery-classification
  Language:MATLAB 6

• captainjtx / ML101

  Yet another machine learning notebook

  common-spatial-patternlinear-regressionlogistic-regressionsvm
  Language:Jupyter Notebook 1

• syedsalmanali08 / Maximum-entropy-based-CSP

  Maxim Entropy based Common Spatial Pattern

  motor-imagery-classificationcommon-spatial-patternbrain-computer-interface
  Language:MATLAB 0