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Journal of Neural Engineering· 2018Q1

EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces

Vernon J Lawhern, Amelia J Solon, Nicholas R Waytowich, Stephen M Gordon et al.

Short summary

A new compact convolutional neural network, EEGNet, demonstrates generalization across multiple brain-computer interface (BCI) paradigms and achieves high performance with limited training data.

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Field: Cognitive Neuroscience

Cognitive NeuroscienceNeuroscience