Abstract: We consider deep neural networks (DNNs) with a Lipschitz continuous activation function and with weight matrices of variable widths. We establish a uniform convergence analysis framework in ...

Abstract: The quadratic Lyapunov function-based method for consensus analysis of discrete-time single-integrator multiagent systems (MASs) in general time-varying directed networks is not well ...

BOSTON — A statistically significant increase in tear volume and lipid concentration was seen 3 minutes after instillation of a single drop of Tryptyr in patients with dry eye disease, according to ...