Backward Reachability Analysis of Neural Feedback Loops: Techniques for Linear and Nonlinear Systems

Nicholas Rober, Sydney M. Katz, Chelsea Sidrane +4

As neural networks (NNs) become more prevalent in safety-critical applications such as control of vehicles, there is a growing need to certify that systems with NN components are s…