Robustness in Multilayer Perceptrons
P. Kerlirzin, F. Vallet · Neural Computation · 1993
In this paper, we study the robustness of multilayer networks versus the destruction of neurons. We show that the classical backpropagation algorithm does not lead to optimal robustness and we propose a modified algorithm that improves this capability.