Information geometry of differentially fed artificial neural networks

A new class of neural networks with differential feedback are presented. The different orders of differential feedback form a manifold of hyperplanes, one among them called eigen-plane corresponding to /spl infin/ order feedback. In this paper information geometry is used to explore the interesting properties of this plane.