Stable neural networks and connections to continuous dynamical systems

Matthias J. Ehrhardt, Davide Murari, Ferdia Sherry

The existence of instabilities, for example in the form of adversarial examples, has given rise to a highly active area of research concerning itself with understanding and enhanci…