Yoon-Je Suh

Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks

Modeling non-linear data as symmetric positive definite (SPD) matrices on Riemannian manifolds has attracted much attention for various classification tasks. In the context of deep learning, SPD matrix-based Riemannian networks have been shown to be a promising solution for classifying electroenceph…