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1 paper

math.OC2002

An Improved Bound on the VC-Dimension of Neural Networks with Polynomial Activation Functions

J. Maurice Rojas, M. Vidyasagar

In this note, we derive an improved upper bound for the VC-dimension of neural networks with polynomial activation functions. This improved bound is based on a result of Rojas on t…