End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax
T Strypsteen, A Bertrand - Journal of Neural Engineering, 2021 - iopscience.iop.org
Objective. To develop an efficient, embedded electroencephalogram (EEG) channel
selection approach for deep neural networks, allowing us to match the channel selection to …
selection approach for deep neural networks, allowing us to match the channel selection to …
Electroencephalogram Channel Selection using Deep Q-Network
In brain-computer interfaces, electroencephalogram channel selection picks the most
informative channels. To speed up the model training and improve accuracy by selecting a …
informative channels. To speed up the model training and improve accuracy by selecting a …