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Energy Efficient and High Performance Current-Mode Neural Network Circuit using Memristors and Digitally Assisted Analog CMOS Neurons.

, , , , , , and . CoRR, (2015)

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A Critical Evaluation of Open-World Machine Learning., , , and . CoRR, (2020)RobustBench: a standardized adversarial robustness benchmark., , , , , , and . CoRR, (2020)Fast-Convergent Federated Learning., , , , , and . IEEE J. Sel. Areas Commun., 39 (1): 201-218 (2021)Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples., , , , , , and . CoRR, (2019)MultiRobustBench: Benchmarking Robustness Against Multiple Attacks., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 6760-6785. PMLR, (2023)Uncovering Adversarial Risks of Test-Time Adaptation., , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 37456-37495. PMLR, (2023)TV-PUF : A Fast Lightweight Aging-Resistant Threshold Voltage PUF., and . IACR Cryptology ePrint Archive, (2016)Fast-Convergent Federated Learning., , , , , and . CoRR, (2020)PatchGuard: Provable Defense against Adversarial Patches Using Masks on Small Receptive Fields., , , and . CoRR, (2020)Understanding Robust Learning through the Lens of Representation Similarities., , , , and . CoRR, (2022)