| ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation K Neshatpour, F Behnia, H Homayoun, A Sasan 2018 Design, automation & test in europe conference & exhibition (DATE), 551-556, 2018 | 44 | 2018 |
| 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 | 25 | 2020 |
| Exploiting energy-accuracy trade-off through contextual awareness in multi-stage convolutional neural networks K Neshatpour, F Behnia, H Homayoun, A Sasan 20th International Symposium on Quality Electronic Design (ISQED), 265-270, 2019 | 24 | 2019 |
| 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, K Khasawneh, ... 2020 21st International Symposium on Quality Electronic Design (ISQED), 27-32, 2020 | 23 | 2020 |
| Elevated temperature contact creep and friction of nickel-based superalloys using machine learning assisted finite element analysis S Salari, F Behnia, AA Polycarpou, A Beheshti Mechanics of Materials 171, 104346, 2022 | 9 | 2022 |
| Deep generative models for vehicle speed trajectories F Behnia, D Karbowski, V Sokolov Applied Stochastic Models in Business and Industry 39 (5), 701-719, 2023 | 1 | 2023 |