ICA:DTU Toolbox

A collection of Independent Component Analysis (ICA) algorithms implemented for Matlab.

• Maximum likelihood (Infomax) - icaML
• Mean Field - icaMF
• Molgedey and Schouster - icaMS

- Relevant ICA and NMF publications by the ISP Group at IMM, DTU

[-> Open]

ANN:DTU Toolbox

A collection of Artificial Neural Networks (ANN) algorithms implemented for Matlab.

• Neural classifier for multiple class data - nc_multiclass
• Neural classifier for binary class data - nc_binclass
• Neural regressor with quadratic cost function - nr_quadratic

- Relevant ANN publications by the ISP Group at IMM, DTU

[-> Open]

NMF:DTU Toolbox

A collection of Non-negative Matrix Factorization (NMF) algorithms algorithms implemented for Matlab.

• Multiplicative update method using Euclidean distance measure - mm
• Alternative non-negative least squares using projected gradients - cjlin
• Probabilistic non-negative matrix factorization - prob
• Alternating least squares - als
• Alternating least squares with optimal brain surgeon - alsobs

- Relevant ICA and NMF publications by the ISP Group at IMM, DTU

[-> Open]