Network Parameter Learning Using Nonlinear Transforms, Local Representation Goals and Local Propagation Constraints

Dimche Kostadinov, Behrooz Razdehi, Slava Voloshynovskiy

In this paper, we introduce a novel concept for learning of the parameters in a neural network. Our idea is grounded on modeling a learning problem that addresses a trade-off betwe…