Convergence of gradient descent-ascent analyzed as a Newtonian dynamical system with dissipation

H. Sebastian Seung

A dynamical system is defined in terms of the gradient of a payoff function. Dynamical variables are of two types, ascent and descent. The ascent variables move in the direction of…