A priori guarantees of finite-time convergence for Deep Neural Networks

Anushree Rankawat, Mansi Rankawat, Harshal B. Oza

In this paper, we perform Lyapunov based analysis of the loss function to derive an a priori upper bound on the settling time of deep neural networks. While previous studies have a…