Tutorials

Step-by-step tutorials for getting started with SPD Learn. Start here to learn the fundamentals of SPD matrices, neural network building blocks, and complete classification pipelines.

Batch Normalization on SPD Manifolds

Batch Normalization on SPD Manifolds

End-to-End EEG Classification Tutorial

End-to-End EEG Classification Tutorial

Understanding Symmetric Positive Definite (SPD) Matrices

Understanding Symmetric Positive Definite (SPD) Matrices

Building Blocks of SPD Neural Networks

Building Blocks of SPD Neural Networks

Numerical Precision and Stability for SPD Networks

Numerical Precision and Stability for SPD Networks