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Verification of Binarized Neural Networks via Inter-Neuron Factoring

, , , and . (2017)cite arxiv:1710.03107Comment: Version 2: add proofs for hardness of PTAS approximability, remove experiments on randomized examples and some not-so-important optimizations.

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Towards Safety Verification of Direct Perception Neural Networks., , , and . DATE, page 1640-1643. IEEE, (2020)Towards Safety Verification of Direct Perception Neural Networks., , , and . CoRR, (2019)From Safety to security - Pattern and anomaly detections in maritime trajectories., , , , and . ICCST, page 415-419. IEEE, (2015)Verification of Binarized Neural Networks via Inter-Neuron Factoring, , , and . (2017)cite arxiv:1710.03107Comment: Version 2: add proofs for hardness of PTAS approximability, remove experiments on randomized examples and some not-so-important optimizations.nn-dependability-kit: Engineering Neural Networks for Safety-Critical Autonomous Driving Systems., , and . ICCAD, page 1-6. ACM, (2019)A Temporal Logic for the Interaction of Strategies., , and . CONCUR, volume 6901 of Lecture Notes in Computer Science, page 466-481. Springer, (2011)Real-Time RFID Indoor Positioning System Based on Kalman-Filter Drift Removal and Heron-Bilateration Location Estimation., , , , and . IEEE Trans. Instrumentation and Measurement, 64 (3): 728-739 (2015)Temporal Specification Mining for Anomaly Analysis., , , , and . APLAS, volume 8301 of Lecture Notes in Computer Science, page 273-289. Springer, (2013)T-slot High-Impedance Surface structures for EMC of wireless products., , , and . ICICS, page 1-4. IEEE, (2013)Evolving a Test Oracle in Black-Box Testing., , , and . FASE, volume 6603 of Lecture Notes in Computer Science, page 310-325. Springer, (2011)