| U-Net Fixed-Point Quantization for Medical Image Segmentation MH AskariHemmat, S Honari, L Rouhier, CS Perone, J Cohen-Adad, ... ISBI, 2019 | 39 | 2019 |
| BARVINN: Arbitrary precision DNN accelerator controlled by a RISC-V CPU M Askarihemmat, S Wagner, O Bilaniuk, Y Hariri, Y Savaria, JP David Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 15 | 2023 |
| Quark: An integer RISC-V vector processor for sub-byte quantized DNN inference MH AskariHemmat, T Dupuis, Y Fournier, N El Zarif, M Cavalcante, ... 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 12 | 2023 |
| RISC-V barrel processor for deep neural network acceleration MH AskariHemmat, O Bilaniuk, S Wagner, Y Savaria, JP David 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 12 | 2021 |
| Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization A Sankaran, O Mastropietro, E Saboori, Y Idris, D Sawyer, ... Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15166 …, 2021 | 10* | 2021 |
| Sparq: A custom RISC-V vector processor for efficient sub-byte quantized inference T Dupuis, Y Fournier, MH AskariHemmat, N El Zarif, F Leduc-Primeau, ... 2023 21st IEEE Interregional NEWCAS Conference (NEWCAS), 1-5, 2023 | 8 | 2023 |
| Accelerating deep learning model inference on arm cpus with ultra-low bit quantization and runtime S Ashfaq, MH AskariHemmat, S Sah, E Saboori, O Mastropietro, ... arXiv preprint arXiv:2207.08820, 2022 | 8 | 2022 |
| QReg: On regularization effects of quantization MH AskariHemmat, RA Hemmat, A Hoffman, I Lazarevich, E Saboori, ... arXiv preprint arXiv:2206.12372, 2022 | 7 | 2022 |
| System and Method for Automated Precision Configuration for Deep Neural Networks E Saboori, DM Sawyer, M Askarihemmat, O Mastropietro US Patent App. 17/250,928, 2021 | 6 | 2021 |
| DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables DC Ganji, S Ashfaq, E Saboori, S Sah, S Mitra, M Askarihemmat, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 3 | 2023 |
| Duplication avoidance for energy efficient wireless sensor networks A Mahani, MH AskariHemmat, YS Kavian 2012 8th International Symposium on Communication Systems, Networks …, 2012 | 3 | 2012 |
| RISC-V Barrel Processor for Accelerator Control MH AskariHemmat, O Bilaniuk, S Wagner, Y Savaria, JP David Annual International Symposium on Field-Programmable Custom Computing …, 2020 | 2 | 2020 |
| Towards code generation for ARM Cortex-M MCUs from SysML activity diagrams MH AskariHemmat, OA Mohamed, M Boukadoum ISCAS - Interna- tional Symposium on Circuits and Systems, 2016 | 2 | 2016 |
| Formal modeling, verification and implementation of a train control system MH AskariHemmat, OA Mohamed, M Boukadoum 2015 27th International Conference on Microelectronics (ICM), 134-137, 2015 | 2 | 2015 |
| Model to code generation of UML/SysML activity diagrams for ARM CortexM MCUs MH AskariHemmat Concordia University, 2015 | 2 | 2015 |
| MSPARQ: A RISC-V Vector Processor Array Optimized for Low-Resolution Neural Networks E Humblet, T Dupuis, Y Fournier, MH AskariHemmat, F Leduc-Primeau, ... 2024 IEEE 67th International Midwest Symposium on Circuits and Systems …, 2024 | 1 | 2024 |
| DeepliteRT: Computer Vision at the Edge S Ashfaq, A Hoffman, S Mitra, S Sah, MH AskariHemmat, E Saboori arXiv preprint arXiv:2309.10878, 2023 | 1 | 2023 |
| Automatic mapping of AF3 specifications to ARM cortex-M based FRDM platfrom MH AskariHemmat, OA Mohamed, M Boukadoum 2014 26th International Conference on Microelectronics (ICM), 232-235, 2014 | 1 | 2014 |
| Polara-Keras2c: Supporting Vectorized AI Models on RISC-V Edge Devices N El Zarif, MA Hemmat, T Dupuis, JP David, Y Savaria IEEE Access, 2024 | | 2024 |
| Ultra Low Bit Quantization And Neural Networks MS Ashfaq, MHA HEMMAT, SAH Sudhakar, E Saboori, A Hassanien, ... US Patent App. 18/159,889, 2024 | | 2024 |
Yvon SavariaProfesseur in Electrical Engineering, Polytechnique MontrealAdresă de e-mail confirmată pe polymtl.ca