Neural stochastic Volterra equations: learning path-dependent dynamics

Martin Bergerhausen, David J. Prömel, David Scheffels

Stochastic Volterra equations (SVEs) serve as mathematical models for the time evolutions of random systems with memory effects and irregular behaviour. We introduce neural stochas…