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NNV: The Neural Network Verification Tool for Deep Neural Networks and Learning-Enabled Cyber-Physical Systems.

, , , , , , , and . CAV (1), volume 12224 of Lecture Notes in Computer Science, page 3-17. Springer, (2020)

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Online Reachability Analysis and Space Convexification for Autonomous Racing., , , , and . FMAS@iFM, volume 395 of EPTCS, page 95-112. (2023)ARCH-COMP20 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants., , , , , , , , , and . ARCH, volume 74 of EPiC Series in Computing, page 107-139. EasyChair, (2020)Linear Differential-Algebraic Equations (Benchmark Proposal)., , , and . ARCH@ADHS, volume 54 of EPiC Series in Computing, page 174-184. EasyChair, (2018)On Using Real-Time Reachability for the Safety Assurance of Machine Learning Controllers., , , , and . ICAA, page 1-10. IEEE, (2022)Discovery of AI/ML Supply Chain Vulnerabilities within Automotive Cyber-Physical Systems., , , , , and . ICAA, page 93-96. IEEE, (2022)Verification of Continuous Time Recurrent Neural Networks (Benchmark Proposal)., and . ARCH@ADHS, volume 54 of EPiC Series in Computing, page 196-207. EasyChair, (2018)Decentralized Real-Time Safety Verification for Distributed Cyber-Physical Systems., , , , and . FORTE, volume 11535 of Lecture Notes in Computer Science, page 261-277. Springer, (2019)Verification of Closed-loop Systems with Neural Network Controllers., , , and . ARCH@CPSIoTWeek, volume 61 of EPiC Series in Computing, page 201-210. EasyChair, (2019)Reachability Analysis of a General Class of Neural Ordinary Differential Equations., , , and . FORMATS, volume 13465 of Lecture Notes in Computer Science, page 258-277. Springer, (2022)Parallelizable reachability analysis algorithms for feed-forward neural networks., , , , , , and . FormaliSE@ICSE, page 31-40. IEEE / ACM, (2019)