Part of Advances in Neural Information Processing Systems 8 (NIPS 1995)
Stefan Rüger
A stability criterion for dynamic parameter adaptation is given. In the case of the learning rate of backpropagation, a class of stable algorithms is presented and studied, including a convergence proof.