Universal Time-Uniform Trajectory Approximation for Random Dynamical Systems with Recurrent Neural Networks

Adrian N. Bishop

The capability of recurrent neural networks to approximate trajectories of a random dynamical system, with random inputs, on non-compact domains, and over an indefinite or infinite…