MohammadHossein AskariHemmat

23 papers A* 1A 1C 2Misc 1Journal 11Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	MSPARQ: A RISC-V Vector Processor Array Optimized for Low-Resolution Neural Networks. MWSCAS Elisabeth Humblet, Théo Dupuis, Yoan Fournier, MohammadHossein AskariHemmat, François Leduc-Primeau, Jean-Pierre David, Yvon Savaria
2024	J	`jnl`	Polara-Keras2c: Supporting Vectorized AI Models on RISC-V Edge Devices. IEEE Access Nizar El Zarif, MohammadHossein AskariHemmat, Théo Dupuis, Jean-Pierre David, Yvon Savaria
2024	J	`jnl`	QGen: On the Ability to Generalize in Quantization Aware Training. CoRR MohammadHossein AskariHemmat, Ahmadreza Jeddi, Reyhane Askari Hemmat, Ivan Lazarevich, Alexander Hoffman, Sudhakar Sah, Ehsan Saboori, Yvon Savaria, Jean-Pierre David
2023	—	`conf`	BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU. ASP-DAC MohammadHossein AskariHemmat, Sean Wagner, Olexa Bilaniuk, Yassine Hariri, Yvon Savaria, Jean-Pierre David
2023	J	`jnl`	BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU. CoRR MohammadHossein AskariHemmat, Sean Wagner, Olexa Bilaniuk, Yassine Hariri, Yvon Savaria, Jean-Pierre David
2023	—	`conf`	DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables. CVPR Workshops Darshan C. Ganji, Saad Ashfaq, Ehsan Saboori, Sudhakar Sah, Saptarshi Mitra, MohammadHossein AskariHemmat, Alexander Hoffman, Ahmed Hassanien, Mathieu Léonardon
2023	J	`jnl`	DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables. CoRR Darshan C. Ganji, Saad Ashfaq, Ehsan Saboori, Sudhakar Sah, Saptarshi Mitra, MohammadHossein AskariHemmat, Alexander Hoffman, Ahmed Hassanien, Mathieu Léonardon
2023	A	`conf`	DeepliteRT: Computer Vision at the Edge. BMVC Saad Ashfaq, Alexander Hoffman, Saptarshi Mitra, Sudhakar Sah, MohammadHossein AskariHemmat, Ehsan Saboori
2023	J	`jnl`	DeepliteRT: Computer Vision at the Edge. CoRR Saad Ashfaq, Alexander Hoffman, Saptarshi Mitra, Sudhakar Sah, MohammadHossein AskariHemmat, Ehsan Saboori
2023	C	`conf`	Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference. ISCAS MohammadHossein AskariHemmat, Théo Dupuis, Yoan Fournier, Nizar El Zarif, Matheus A. Cavalcante, Matteo Perotti, Frank K. Gürkaynak, Luca Benini, François Leduc-Primeau, Yvon Savaria, Jean-Pierre David
2023	J	`jnl`	Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference. CoRR MohammadHossein AskariHemmat, Théo Dupuis, Yoan Fournier, Nizar El Zarif, Matheus A. Cavalcante, Matteo Perotti, Frank K. Gürkaynak, Luca Benini, François Leduc-Primeau, Yvon Savaria, Jean-Pierre David
2023	—	`conf`	Sparq: A Custom RISC-V Vector Processor for Efficient Sub-Byte Quantized Inference. NEWCAS Théo Dupuis, Yoan Fournier, MohammadHossein AskariHemmat, Nizar El Zarif, François Leduc-Primeau, Jean-Pierre David, Yvon Savaria
2023	J	`jnl`	Sparq: A Custom RISC-V Vector Processor for Efficient Sub-Byte Quantized Inference. CoRR Théo Dupuis, Yoan Fournier, MohammadHossein AskariHemmat, Nizar El Zarif, François Leduc-Primeau, Jean-Pierre David, Yvon Savaria
2022	J	`jnl`	Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime. CoRR Saad Ashfaq, MohammadHossein AskariHemmat, Sudhakar Sah, Ehsan Saboori, Olivier Mastropietro, Alexander Hoffman
2022	J	`jnl`	QReg: On Regularization Effects of Quantization. CoRR MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alexander Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David
2021	J	`jnl`	Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization. CoRR Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene
2021	A*	`conf`	Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization. AAAI Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene
2021	C	`conf`	RISC-V Barrel Processor for Deep Neural Network Acceleration. ISCAS MohammadHossein AskariHemmat, Olexa Bilaniuk, Sean Wagner, Yvon Savaria, Jean-Pierre David
2020	Misc	`conf`	RISC-V Barrel Processor for Accelerator Control. FCCM MohammadHossein AskariHemmat, Olexa Bilaniuk, Sean Wagner, Yvon Savaria, Jean-Pierre David
2019	—	`conf`	U-Net Fixed-Point Quantization for Medical Image Segmentation. LABELS/HAL-MICCAI/CuRIOUS@MICCAI MohammadHossein AskariHemmat, Sina Honari, Lucas Rouhier, Christian S. Perone, Julien Cohen-Adad, Yvon Savaria, Jean-Pierre David
2019	J	`jnl`	U-Net Fixed-Point Quantization for Medical Image Segmentation. CoRR MohammadHossein AskariHemmat, Sina Honari, Lucas Rouhier, Christian S. Perone, Julien Cohen-Adad, Yvon Savaria, Jean-Pierre David
2015	—	`conf`	Formal modeling, verification and implementation of a train control system. ICM MohammadHossein AskariHemmat, Otmane Aït Mohamed, Mounir Boukadoum
2014	—	`conf`	Automatic mapping of AF3 specifications to ARM cortex-M based FRDM platfrom. ICM MohammadHossein AskariHemmat, Otmane Aït Mohamed, Mounir Boukadoum