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Ali Mirzaeian
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Lasca: Learning assisted side channel delay analysis for hardware trojan detection
A Vakil, F Behnia, A Mirzaeian, H Homayoun, N Karimi, A Sasan
2020 21st International Symposium on Quality Electronic Design (ISQED), 40-45, 2020
252020
Code-bridged classifier (cbc): A low or negative overhead defense for making a cnn classifier robust against adversarial attacks
F Behnia, A Mirzaeian, M Sabokrou, S Manoj, T Mohsenin, ...
2020 21st International Symposium on Quality Electronic Design (ISQED), 27-32, 2020
232020
Tcd-npe: A re-configurable and efficient neural processing engine, powered by novel temporal-carry-deferring macs
A Mirzaeian, H Homayoun, A Sasan
2019 International Conference on ReConFigurable Computing and FPGAs …, 2019
192019
Nesta: Hamming weight compression-based neural proc. engineali mirzaeian
A Mirzaeian, H Homayoun, A Sasan
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 530-537, 2020
182020
Diverse knowledge distillation (dkd): A solution for improving the robustness of ensemble models against adversarial attacks
A Mirzaeian, J Kosecka, H Homayoun, T Mohsenin, A Sasan
2021 22nd International Symposium on Quality Electronic Design (ISQED), 319-324, 2021
172021
AVATAR: NN-assisted variation aware timing analysis and reporting for hardware trojan detection
A Vakil, A Mirzaeian, H Homayoun, N Karimi, A Sasan
IEEE Access 9, 92881-92900, 2021
132021
Learning assisted side channel delay test for detection of recycled ics
A Vakil, F Niknia, A Mirzaeian, A Sasan, N Karimi
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
122021
RAPTA: A hierarchical representation learning solution for real-time prediction of path-based static timing analysis
T Chowdhury, A Vakil, B Saber Latibari, S Aresh Beheshti Shirazi, ...
Proceedings of the Great Lakes Symposium on VLSI 2022, 493-500, 2022
52022
Conditional classification: A solution for computational energy reduction
A Mirzaeian, S Manoj, A Vakil, H Homayoun, A Sasan
2021 22nd International Symposium on Quality Electronic Design (ISQED), 325-330, 2021
52021
Learning diverse latent representations for improving the resilience to adversarial attacks
A Mirzaeian, M Sabokrou, M Khalooei, J Kosecka, H Homayoun, ...
arXiv e-prints, pp. arXiv–2006, 2020
42020
Adaptive-Gravity: A Defense Against Adversarial Samples
A Mirzaeian, Z Tian, SM PD, BS Latibari, I Savidis, H Homayoun, A Sasan
2022 23rd International Symposium on Quality Electronic Design (ISQED), 96-101, 2022
12022
Re-configurable and efficient neural processing engine powered by temporal carry differing multiplication and addition logic
A Sasan, A Mirzaeian
US Patent App. 16/944,901, 2021
2021
Neuromorphic Hardware Design for Executing Deep Neural Networks on Low Power and Limited Resource Infrastructures
A Mirzaeian
George Mason University, 2021
2021
A CNN/MLP Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs
A Mirzaeian
2021
Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction.
A Mirzaeian, M PourReza, M Sabokrou, A Vakil, T Mohsenin, ...
CoRR, 2020
2020
A Technical Report On Accelerator Design For Deep Neural Networks
A Mirzaeian
2019
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