A theory of plasticity is considered in which the yield function is a piecewise linear function of the stresses, the flow law is based on the plastic potential, and the strain-hardening is isotropic ...

Shallow NNs are Universal Function Approximators! In this educational project, I'm going to explore the capabilities of shallow neural networks (NNs) as universal function approximators. I'll start by ...

This is a preview. Log in through your library . Abstract Many data are suitably modeled by functions consisting of straight-line segments. These functions may be called piecewise-linear. Smooth ...

Abstract: This paper revisits the problem of estimating the domain of attraction of linear systems with piecewise linear function in the input. We construct a generalized piecewise quadratic Lyapunov ...

Abstract: Currently, in memristor-based neural network circuits, a three-piecewise linear activation function circuit is mainly used to approximate the sigmoid and tanh functions. This study proposes ...