Symmetry, Defects, and Diffusion in Continuous-memory Recurrent Networks

Hanson Hanxuan Mo

Continuous-memory recurrent networks must preserve phase, position, or orientation despite model imperfections and state noise. We develop a geometric framework that separates thre…