Home » Authors » Andrew Qing He

Andrew Qing He

Public reference bibliography and cataloged PDF materials authored or published by Andrew Qing He.

Found 1 document(s) Page 1 of 1

Integrable building blocks for symplectic neural networks: learned-type layers, fiber-preserving layers, and what a single layer can do

Year: 2026 • Source: arxiv.org • Listed PDF

Exactly symplectic neural networks are built almost exclusively from shear maps and gain expressivity only through depth. We ask what else a single explicit symplectic layer can be. Observing that every layer in use is t...