In this paper, we propose a method to classify electroencephalogram (EEG) signal recorded from left- and right-hand movement imaginations. Three subjects (two males and one female) are volunteered to ...

2017 Schirrmeister et al. Deep learning with convolutional neural networks for EEG decoding and visualization [] [source code] [] 2018 Lawhern et al. EEGNet: a compact convolutional neural network for ...

Electroencephalography (EEG) measures the neuronal activities in different brain regions via electrodes. Many existing studies on EEG-based emotion recognition do not fully exploit the topology of EEG ...