| CNN2Gate: An Implementation of Convolutional Neural Networks Inference on FPGAs with Automated Design Space Exploration A Ghaffari, Y Savaria Electronics 9 (12), 2200, 2020 | 47* | 2020 |
| Optically-transparent and electrically-conductive AgI–AgPO 3–WO 3 glass fibers M Rioux, Y Ledemi, J Viens, S Morency, SA Ghaffari, Y Messaddeq Rsc Advances 5 (50), 40236-40248, 2015 | 33 | 2015 |
| Toward high-performance implementation of 5G SCMA algorithms A Ghaffari, M Leonardon, A Cassagne, C Leroux, Y Savaria IEEE Access 7, 10402-10414, 2019 | 32 | 2019 |
| Electrochemical Impedance Sensors for Monitoring Trace Amounts of NO3 in Selected Growing Media SA Ghaffari, WO Caron, M Loubier, CO Normandeau, J Viens, ... Sensors 15 (7), 17715-17727, 2015 | 26 | 2015 |
| A wireless multi-sensor dielectric impedance spectroscopy platform SA Ghaffari, WO Caron, M Loubier, M Rioux, J Viens, B Gosselin, ... Sensors 15 (9), 23572-23588, 2015 | 21 | 2015 |
| Improving performance of SCMA MPA decoders using estimation of conditional probabilities A Ghaffari, M Leonardon, Y Savaria, C Jego, C Leroux New Circuits and Systems Conference (NEWCAS), 2017 15th IEEE International …, 2017 | 18 | 2017 |
| Is integer arithmetic enough for deep learning training? A Ghaffari, MS Tahaei, M Tayaranian, M Asgharian, V Partovi Nia Advances in Neural Information Processing Systems 35, 27402-27413, 2022 | 14 | 2022 |
| Euclidnets: An alternative operation for efficient inference of deep learning models X Li, M Parazeres, A Oberman, A Ghaffari, M Asgharian, VP Nia SN Computer Science 4 (5), 507, 2023 | 6 | 2023 |
| Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks VP Nia, A Ghaffari, M Zolnouri, Y Savaria ICML HAET workshop 2022, 2022 | 6 | 2022 |
| DR-PIFO: A Dynamic Ranking Packet Scheduler Using a Push-In-First-Out Queue M Elbediwy, B Pontikakis, A Ghaffari, JP David, Y Savaria IEEE Transactions on Network and Service Management, 2023 | 5 | 2023 |
| Towards fine-tuning pre-trained language models with integer forward and backward propagation M Tayaranian, A Ghaffari, MS Tahaei, M Rezagholizadeh, M Asgharian, ... arXiv preprint arXiv:2209.09815, 2022 | 5 | 2022 |
| Statistical Hardware Design With Multi-model Active Learning A Ghaffari, M Asgharian, Y Savaria IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2023 | 4 | 2023 |
| On the Convergence of Stochastic Gradient Descent in Low-precision Number Formats M Cacciola, A Frangioni, M Asgharian, A Ghaffari, VP Nia Proceedings of the 12th International Conference on Pattern Recognition …, 2023 | 4 | 2023 |
| Efficient Design Space Exploration of OpenCL Kernels for FPGA Targets using Black Box Optimization A Ghaffari, Y Savaria IEEE Access, 2021 | 2 | 2021 |
| Unsupervised Automatic tracking of Thermal changes in Human Body B Yousefi, J Fleuret, SA Ghaffari, S Fréchet, FL Larrivée, MSM Jo, ... Advanced Infrared Technology & Applications, 152, 2015 | 2 | 2015 |
| Mitigating Outlier Activations in Low-Precision Fine-Tuning of Language Models A Ghaffari, J Yu, MG Nejad, M Asgharian, B Chen, VP Nia Proceedings of the 13th International Conference on Pattern Recognition …, 2023 | 1 | 2023 |
| OAC: Output-adaptive Calibration for Accurate Post-training Quantization A Edalati, A Ghaffari, M Asgharian, L Hou, B Chen, VP Nia arXiv preprint arXiv:2405.15025, 2024 | | 2024 |
| AdpQ: A Zero-shot Calibration Free Adaptive Post Training Quantization Method for LLMs A Ghaffari, S Younesian, VP Nia, B Chen, M Asgharian arXiv preprint arXiv:2405.13358, 2024 | | 2024 |
| Method and system for emulating a floating-point unit A Ghaffari, R Wu, VP Nia WO Patent WO2023035053A1, 2023 | | 2023 |
| Unsupervised automatic tracking of thermal changes in human body MSM Jo, F Labrie-Larrivée, J Fleuret, X Maldague, S Fréchet, SA Ghaffari, ... Optical Society of America, 2015 | | 2015 |
Yvon SavariaProfesseur in Electrical Engineering, Polytechnique MontrealVerified email at polymtl.ca
