Probability and Statistics Group research at the School of Mathematical and Computer Sciences at Heriot-Watt University, Edinburgh.

In this letter, the curve linear-linear (CLL) basis functions are extended to higher-order hierarchical linear-linear (HOLL) basis functions. The accuracy of method of moments (MoM) solution for both ...

This brief studies the complete stability of neural networks with nonmonotonic piecewise linear activation functions. By applying the fixed-point theorem and the eigenvalue properties of the strict ...