Models

Motor Imagery

EEGNet	EEGNet: A Compact Convolutional Neural Network for EEG-based Brain-Computer Interfaces (EEGNet).
DeepConvNet	Deep Learning With Convolutional Neural Networks for EEG Decoding and Visualization (Deep ConvNet).
ShallowConvNet	Deep Learning With Convolutional Neural Networks for EEG Decoding and Visualization (ShallowConvNet).
FBCNet	FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface (FBCNet).
IFNet	IFNet: An Interactive Frequency Convolutional Neural Network for Enhancing Motor Imagery Decoding From EEG (IFNet).
LightConvNet	A Temporal Dependency Learning CNN With Attention Mechanism for MI-EEG Decoding (LightConvNet).
EEGConformer	EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization (EEG Conformer).
MSVTNet	MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding (MSVTNet).

Utils

Conv2dWithNorm
LinearWithNorm