User API

• Datasets
  • Built-in dataset initialization
    • Benchmark Dataset
    • BETA Dataset
    • Nakanishi 2015 Dataset
    • eldBETA Dataset
    • openBMI Dataset
    • Wearable SSVEP Dataset
  • Attributes of datasets
  • Methods of datasets
  • How to define your own dataset class
• Recognition algorithms
  • Common methods for all models
  • Implementations based on eigen decomposition
    • Standard CCA and filterbank CCA
    • Individual template CCA (itCCA) and extended CCA (eCCA)
    • Multi-stimulus CCA
    • Multi-set CCA (MsetCCA)
    • Multi-set CCA with reference signals (MsetCCA-R)
    • Task-related component analysis (TRCA) and ensemble TRCA (eTRCA)
    • TRCA with reference signals (TRCA-R) and eTRCA with reference signals (eTRCA-R)
    • Sum of squared correlations (SSCOR) and Ensemble sum of squared correlations (eSSCOR)
    • Multi-stimulus TRCA
    • Task-discriminant component analysis
    • Online adaptive CCA
  • Implementations based on least-square unified framework
    • Standard CCA and filterbank CCA
    • Individual template CCA (itCCA) and extended CCA (eCCA)
    • Multi-stimulus CCA
    • Multi-set CCA (MsetCCA)
    • Multi-set CCA with reference signals (MsetCCA-R)
    • Task-related component analysis (TRCA) and ensemble TRCA (eTRCA)
    • TRCA with reference signals (TRCA-R) and eTRCA with reference signals (eTRCA-R)
    • Multi-stimulus TRCA
    • Task-discriminant component analysis
    • ms-eTRCA-R-1
    • ms-eTRCA-R-2
    • ms-MsetCCA-R-1
    • ms-MsetCCA-R-2
    • ms-MsetCCA-R-3
• Performance Evalution
  • Evaluator
  • Trial Information
  • Performance Container
  • Supplementary functions
  • Plot Functions
• Utility Functions
  • Download functions
  • IO functions
  • Computation functions
  • Benchmark and BETA datasets related functions