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…