| An Improved Bound on the VC-Dimension of (2007) | |||||||||||||||
Abstract | |||||||||||||||
| 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 components of a semi-algebraic set. | |||||||||||||||
Publication details | |||||||||||||||
| |||||||||||||||