The equivalence relationship between kernel functions based on SVM and four-layer functional networks

Abstract

This paper based on the concept of function interpolation, a functional network interpolation mechanism was analyzed, the equivalent between functional network and kernel functions based SVM, and the equivalent relationship between functional networks with SVM is demonstrated. This result provides us a very useful guideline when we perform theoretical research and applications on design SVM, functional network systems. © 2014 Springer International Publishing Switzerland.