Groups
Category
Spherical harmonics are smooth wave patterns on the sphere that form an orthonormal basis, much like sine and cosine form a basis on the circle.
Group theory gives a precise language for symmetries, and neural networks can exploit these symmetries to learn faster and generalize better.