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Compositional Neural-Cyber-Physical System Verification in the Interactive Theorem Prover of Your Choice

Matthew L. Daggitt, Ekaterina Komendantskaya, Alistair Sirman, Alessandro Bruni, Samuel Teuber, Josh Smart, Grant O. Passmore

Formal verification of neuro-symbolic cyber-physical systems, such as drones, medical devices and robots, is complicated. Neural components must be trained to be optimal with respect to the available data as well as the safety specifications, and then verified using specialised s…