AlexanderBertrandLab
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Dynamic-Channel-Selection
Dynamic-Channel-Selection PublicDistributed Dynamic Channel Selection
Python 2
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linear-stimulus-reconstruction-AAD-AV-GC-AAD-dataset
linear-stimulus-reconstruction-AAD-AV-GC-AAD-dataset PublicAll MATLAB code to reproduce experiments and results that show that linear stimulus reconstruction for AAD works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding (AV-GC-AAD…
MATLAB 2
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spatial-focus-of-attention-csp-and-rgc
spatial-focus-of-attention-csp-and-rgc PublicForked from exporl/spatial-focus-of-attention-csp-and-rgc
MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based classifiers
MATLAB 1
Repositories
- code-paper-neural-tracking-correlations-and-null-distributions Public
Code to reproduce the null-distribution modeling, significance-level estimation, and null-normalized tracking score (NNTS) results from Geirnaert et al., "Modeling and Interpreting Correlations, Null Distributions and Significance Levels in Neural Tracking of Natural Stimuli."
- unsupervised-AAD-accuracy-estimation Public
MATLAB code for the unsupervised AAD accuracy estimation of correlation-based stimulus decoders
- AAD-performance-curve-modeling Public
All MATLAB code for performance curve modeling for correlation-absed neural decoding of auditory attention
- DASF_toolbox Public
- si-gcca Public
Code and experiments for stimulus-informed generalized canonical correlation analysis
- linear-stimulus-reconstruction-AAD-AV-GC-AAD-dataset Public
All MATLAB code to reproduce experiments and results that show that linear stimulus reconstruction for AAD works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding (AV-GC-AAD) dataset
- unsupervised-AAD-stimulus-reconstruction Public
MATLAB code for the unsupervised AAD training algorithm based on stimulus reconstruction
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