AlexanderBertrandLab

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."

MATLAB code for the unsupervised AAD accuracy estimation of correlation-based stimulus decoders

All MATLAB code for performance curve modeling for correlation-absed neural decoding of auditory attention

Code and experiments for stimulus-informed generalized canonical correlation analysis

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

MATLAB code for the unsupervised AAD training algorithm based on stimulus reconstruction

Old code drop

Distributed Dynamic Channel Selection

Add diamond loss for the time-invariant representation (TIRE) CPD model