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Items where Author is "Askari Hemmat, Mohammadhossein"

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Number of items: 9.

A

Askari Hemmat, M., Wagner, S., Bilaniuk, O., Hariri, Y., Savaria, Y., & David, J. P. (2023, January). BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU [Paper]. 28th Asia and South Pacific Design Automation Conference (ASP-DAC 2023), Tokyo, Japan. External link

Askari Hemmat, M., Dupuis, T., Fournier, Y., El Zarif, N., Cavalcante, M., Perotti, M., Gurkaynak, F., Benini, L., Leduc-Primeau, F., Savaria, Y., & David, J. P. Quark: an integer RISC-V vector processor for sub-byte quantized DNN inference [Paper]. 2023 IEEE International Symposium on Circuits and Systems (ISCAS 2023), Monterey, CA, USA (5 pages). External link

Askari Hemmat, M., Bilaniuk, O., Wagner, S., Savaria, Y., & David, J. P. (2021, May). RISC-V barrel processor for deep neural network acceleration [Paper]. 53rd IEEE International Symposium on Circuits and Systems (ISCAS 2021), Daegu, Korea (5 pages). External link

Askari Hemmat, M., Bilaniuk, O., Wagner, S., Savaria, Y., & David, J. P. (2020, May). RISC-V Barrel Processor for Accelerator Control [Paper]. 28th Annual IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM 2020), Fayetteville, AR (1 page). External link

Askari Hemmat, M., Savaria, Y., David, J. P., Honari, S., Perone, C. S., Rouhier, L., & Cohen-Adad, J. (2019, October). U-Net Fixed-Point Quantization for Medical Image Segmentation [Paper]. 22nd International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI 2019), Shenzhen, China. External link

Askari Hemmat, M., Honari, S., Rouhier, L., Perone, C. S., Cohen-Adad, J., Savaria, Y., & David, J. P. (2019, October). U-net fixed-point quantization for medical image segmentation [Paper]. 1st International Workshop on Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention (HAL-MICCAI 2019), Shenzhen, China. External link

D

Dupuis, T., Fournier, Y., Askari Hemmat, M., El Zarif, N., Leduc-Primeau, F., David, J. P., & Savaria, Y. (2023, June). Sparq: A Custom RISC-V Vector Processor for Efficient Sub-Byte Quantized Inference [Paper]. 21st IEEE Interregional NEWCAS Conference (NEWCAS 2023), Edinburgh, United Kingdom (5 pages). External link

H

Humblet, E., Dupuis, T., Fournier, Y., Askari Hemmat, M., Leduc-Primeau, F., David, J. P., & Savaria, Y. (2024, August). MSPARQ: A RISC-V Vector Processor Array Optimized for Low-Resolution Neural Networks [Paper]. IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS 2024), Springfield, MA, USA. External link

S

Sankaran, A., Mastropietro, O., Saboori, E., Idris, Y., Sawyer, D., Askari Hemmat, M., & Hacene, G. B. (2021, February). Deeplite Neutrino (TM): An End-to-End Framework for Constrained Deep Learning Model Optimization [Paper]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. External link

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