A Connection Between GRBF and MLP

Both multilayer perceptrons (MLP) and Generalized Radial Basis Functions (GRBF) have good approximation properties, theoretically and experimentally. Are they related? The main point of this paper is to show that for normalized inputs, multilayer perceptron networks are radial function networ...

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Bibliographic Details
Main Authors: Maruyama, Minoru, Girosi, Federico, Poggio, Tomaso
Language:en_US
Published: 2004
Online Access:http://hdl.handle.net/1721.1/6566