awesome-ICA

A list of resources related to Independent Component Analysis
https://github.com/tpl2go/awesome-ICA

Last synced: 17 days ago
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Algorithms
- ML-Estimation
- Adaptive
  - EASI: equivariant adaptive separation by independence
  - ORICA: Online recursive independent component analysis for real-time source separation of high-density EEG
- Cumulants
  - JADE: Joint Approximate Diagonalization of Eigen-matrices
  - FOBI: Fourth Order Blind Identification
- Algebraic Methods
  - STOTD
  - COM1
- Advanced Algorithms
  - TS-FPICA: two-stage fixed-point ICA
- Mutual Information
  - Kernel ICA
- Entropy
- For communications signals
  - T-CMN
  - A-CMN
  - C-QAM
Code
- Advanced Algorithms
Comparative Studies
- Advanced Algorithms
  - High-Order Contrasts forIndependent Component Analysis
Talks
- Advanced Algorithms
  - Independent Component Analysis: From Theory to Practice and Back
Tutorials
- Advanced Algorithms
Theses
- Advanced Algorithms
  - New Approach to Complex Valued ICA: From FOBI to AMUSE
Famous People
- Advanced Algorithms
  - Piere Comon
  - Jean-François Cardoso
Licence and Contributing
- ![CC0

Programming Languages

Python 1 Matlab 1

Categories

Algorithms 60 Code 4 Tutorials 3 Famous People 2 Comparative Studies 1 Talks 1 Licence and Contributing 1 Theses 1

Sub Categories

ML-Estimation 39 Advanced Algorithms 13 Entropy 10 For communications signals 3 Algebraic Methods 2 Cumulants 2 Adaptive 2 Mutual Information 1