An Improved Bound on the VC-Dimension of (2007)
Neural Networks With, M. Vidyasagar, J. Maurice Rojas
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 [Roj00] on the number of connected...