Error Analysis of Neural Network with Multiply Neurons Using Rational Spline Weight Functions
Daiyuan Zhang, Lei Lei Wang · Applied Mechanics and Materials · 2015
In order to describe the generalization ability, this paper discusses the error analysis of neural network with multiply neurons using rational spline weight functions. We use the cubic numerator polynomial and linear denominator polynomial as the rational splines for weight functions. We derive the error formula for approximation, the results can be used to algorithms for training neural networks.