EEG-based detection of the locus of auditory attention with convolutional neural networks
Author:
Affiliation:
1. Department of Neurosciences, Experimental Oto-rhino-laryngology, Leuven, Belgium
2. Department of Electrical Engineering (ESAT), Stadius Center for Dynamical Systems, Signal Processing and Data Analytics, Leuven, Belgium
Abstract
Funder
KU Leuven
Research Foundation Flanders
European Research Council
Publisher
eLife Sciences Publications, Ltd
Subject
General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience
Link
https://cdn.elifesciences.org/articles/56481/elife-56481-v2.pdf
Reference46 articles.
1. Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals;Acharya;Computers in Biology and Medicine,2018
2. Automated EEG-based screening of depression using deep convolutional neural network;Acharya;Computer Methods and Programs in Biomedicine,2018
3. Robust decoding of selective auditory attention from MEG in a competing-speaker environment via state-space modeling;Akram;NeuroImage,2016
4. A system identification approach to determining listening attention from EEG signals;Alickovic,2016
5. Neonatal seizure detection using deep convolutional neural networks;Ansari;International Journal of Neural Systems,2018
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