Comparison of Two-Talker Attention Decoding from EEG with Nonlinear Neural Networks and Linear Methods
Gregory A. Ciccarelli, Michael A. Nolan, Joseph Perricone, Paul Thomas Calamia, Stephanie Haro, James O’Sullivan, Nima Mesgarani, Thomas Francis Quatieri, Christopher J. Smalt
This study compares two-talker attention decoding from EEG using nonlinear neural networks and linear methods, finding that a new architecture outperforms baselines and that wet and dry EEG systems yield comparable results.
Scientific Reports · Aug 8, 2019Peer-reviewedNeuroscience