Code
Will be migrating this page's contents into https://github.com/RamiKhushaba
Personal Contributions:
Myoelectric feature extraction with a fusion of time-domain descriptors (fTDD)
au.mathworks.com/matlabcentral/fileexchange/61246-myoelectric-feature-extraction-with-a-fusion-of-time-domain-descriptors--ftdd-
Differential Evolution Based Feature Selection (DEFS)
http://www.mathworks.com/matlabcentral/fileexchange/30877
Differential Evolution Based Feature Selection (DEFSv2): A Wheel Based Search Strategy (un-constrained, i.e., it selects the optimum number of features)
http://services.eng.uts.edu.au/~ahmed/Wheel_FS.htm
Fuzzy Entropy and Mutual Information
http://www.mathworks.com/matlabcentral/fileexchange/31888-fuzzy-entropy-and-mutual-information
Feature Extraction Using Multisignal Wavelet Packet (WP) Decomposition
http://www.mathworks.com/matlabcentral/fileexchange/33146
Feature Extraction Using Multisignal Wavelet Transform (WT) Decomposition
http://www.mathworks.com/matlabcentral/fileexchange/37950
Feature Reduction Using Fuzzy Neighborhood Preserving Analysis with QR-Decomposition (FNPA-QR).
http://www.mathworks.com/matlabcentral/fileexchange/33709
Emotiv EEG Headset Toolbox.
http://www.mathworks.com/matlabcentral/fileexchange/36111-emotiveeg-headset-toolbox
Others:
Myoelectric Developement Toolbox: (By Dr. Adrian Chan)
http://www.sce.carleton.ca/faculty/chan/matlab.html
Matlab Codes and Datasets for Subspace Learning (Dimensionality Reduction)
http://www.cad.zju.edu.cn/home/dengcai/Data/DimensionReduction.html
Extreme Learning Machine (ELM)
http://www.ntu.edu.sg/home/egbhuang/elm_codes.html
ULDA, OLDA, CCA and more (Jieping Ye, Associate Professor)
http://www.public.asu.edu/~jye02/Software/index.html
Aleix Martinez (Matlab code and datasets)
http://www2.ece.ohio-state.edu/~aleix/
Matlab Toolbox for Dimensionality Reduction
http://homepage.tudelft.nl/19j49/Matlab_Toolbox_for_Dimensionality_Reduction.html
BioSig Toolbox
http://biosig.sourceforge.net/ or http://pub.ist.ac.at/~schloegl/
A Matlab Toolkit for Distance Metric Learning
http://www.cs.cmu.edu/~liuy/distlearn.htm
Differential Evolution Homepage
http://www1.icsi.berkeley.edu/~storn/code.html
Personal Contributions:
Myoelectric feature extraction with a fusion of time-domain descriptors (fTDD)
au.mathworks.com/matlabcentral/fileexchange/61246-myoelectric-feature-extraction-with-a-fusion-of-time-domain-descriptors--ftdd-
Differential Evolution Based Feature Selection (DEFS)
http://www.mathworks.com/matlabcentral/fileexchange/30877
Differential Evolution Based Feature Selection (DEFSv2): A Wheel Based Search Strategy (un-constrained, i.e., it selects the optimum number of features)
http://services.eng.uts.edu.au/~ahmed/Wheel_FS.htm
Fuzzy Entropy and Mutual Information
http://www.mathworks.com/matlabcentral/fileexchange/31888-fuzzy-entropy-and-mutual-information
Feature Extraction Using Multisignal Wavelet Packet (WP) Decomposition
http://www.mathworks.com/matlabcentral/fileexchange/33146
Feature Extraction Using Multisignal Wavelet Transform (WT) Decomposition
http://www.mathworks.com/matlabcentral/fileexchange/37950
Feature Reduction Using Fuzzy Neighborhood Preserving Analysis with QR-Decomposition (FNPA-QR).
http://www.mathworks.com/matlabcentral/fileexchange/33709
Emotiv EEG Headset Toolbox.
http://www.mathworks.com/matlabcentral/fileexchange/36111-emotiveeg-headset-toolbox
Others:
Myoelectric Developement Toolbox: (By Dr. Adrian Chan)
http://www.sce.carleton.ca/faculty/chan/matlab.html
Matlab Codes and Datasets for Subspace Learning (Dimensionality Reduction)
http://www.cad.zju.edu.cn/home/dengcai/Data/DimensionReduction.html
Extreme Learning Machine (ELM)
http://www.ntu.edu.sg/home/egbhuang/elm_codes.html
ULDA, OLDA, CCA and more (Jieping Ye, Associate Professor)
http://www.public.asu.edu/~jye02/Software/index.html
Aleix Martinez (Matlab code and datasets)
http://www2.ece.ohio-state.edu/~aleix/
Matlab Toolbox for Dimensionality Reduction
http://homepage.tudelft.nl/19j49/Matlab_Toolbox_for_Dimensionality_Reduction.html
BioSig Toolbox
http://biosig.sourceforge.net/ or http://pub.ist.ac.at/~schloegl/
A Matlab Toolkit for Distance Metric Learning
http://www.cs.cmu.edu/~liuy/distlearn.htm
Differential Evolution Homepage
http://www1.icsi.berkeley.edu/~storn/code.html
