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Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks.

, , , , , , , , and . AAAI, page 5369-5376. AAAI Press, (2019)

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Block Switching: A Stochastic Approach for Deep Learning Security., , , , and . CoRR, (2020)Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems., , , , , and . DATE, page 424-429. IEEE, (2022)RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition., , , , , , , , , and . DAC, page 1-6. IEEE, (2020)Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses., , , , , , and . IJCAI, page 6013-6019. ijcai.org, (2019)MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge., , , , , , , , , and 6 other author(s). NeurIPS, page 20838-20850. (2021)Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses., , , , , , and . CoRR, (2019)High-Robustness, Low-Transferability Fingerprinting of Neural Networks., , , , and . CoRR, (2021)Detection and Recovery Against Deep Neural Network Fault Injection Attacks Based on Contrastive Learning., , , and . CoRR, (2024)Aircraft Recognition Based on Landmark Detection in Remote Sensing Images., , , , , , and . IEEE Geosci. Remote. Sens. Lett., 14 (8): 1413-1417 (2017)Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks., , , , and . IJCAI, page 575-582. ijcai.org, (2021)