Invariant manifolds of nonautonomous models neural networks

We consider the problem of the Structure of invariant sets in nonautonomous systems describing the dynamics of neural networks. It is shown that normal hyperbolic manifolds of non-linear extensions of quasiperiodic flows on the torus is a bundle over the torus with a homogeneous space of compact matrix Lie group as a fiber.