Andrew Boutros
Andrew Boutros
Verified email at mail.utoronto.ca - Homepage
Title
Cited by
Cited by
Year
HW/SW Co-Design of The HOG Algorithm on a Xilinx Zynq SoC
J Rettkowski, A Boutros, D Göhringer
Journal of Parallel and Distributed Computing 109, 50-62, 2017
382017
You Cannot Improve What You Do Not Measure: FPGA vs. ASIC Efficiency Gaps for Convolutional Neural Network Inference
A Boutros, S Yazdanshenas, V Betz
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 20, 2018
282018
Embracing Diversity: Enhanced DSP Blocks for Low-Precision Deep Learning on FPGAs
A Boutros, S Yazdanshenas, V Betz
International Conference on Field Programmable Logic and Applications (FPL …, 2018
272018
Why Compete When You Can Work Together: FPGA-ASIC Integration for Persistent RNNs
E Nurvitadhi, D Kwon, A Jafari, A Boutros, J Sim, P Tomson, H Sumbul, ...
2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019
192019
Real-Time Pedestrian Detection on a Xilinx Zynq Using The HOG Algorithm
J Rettkowski, A Boutros, D Göhringer
2015 International Conference on ReConFigurable Computing and FPGAs …, 2015
142015
Math doesn't have to be hard: Logic block architectures to enhance low-precision multiply-accumulate on FPGAs
A Boutros, M Eldafrawy, S Yazdanshenas, V Betz
Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019
132019
FPGA Logic Block Architectures for Efficient Deep Learning Inference
M Eldafrawy, A Boutros, S Yazdanshenas, V Betz
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 13 (3), 1-34, 2020
62020
Hardware Acceleration of Novel Chaos-Based Image Encryption for IoT Applications
A Boutros, S Hesham, B Georgey, MAA El Ghany
2017 29th International Conference on Microelectronics (ICM), 1-4, 2017
62017
Scalable Low-Latency Persistent Neural Machine Translation on CPU Server with Multiple FPGAs
E Nurvitadhi, A Boutros, P Budhkar, A Jafari, D Kwon, D Sheffield, ...
2019 International Conference on Field-Programmable Technology (ICFPT), 307-310, 2019
52019
Evaluating and Enhancing Intel® Stratix® 10 FPGAs for Persistent Real-Time AI
E Nurvitadhi, D Kwon, A Jafari, A Boutros, J Sim, P Tomson, H Sumbul, ...
Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019
52019
Build Fast, Trade Fast: FPGA-Based High-Frequency Trading Using High-Level Synthesis
A Boutros, B Grady, M Abbas, P Chow
2017 International Conference on ReConFigurable Computing and FPGAs …, 2017
52017
Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs
A Boutros, M Hall, N Papernot, V Betz
2020 International Conference on Field-Programmable Technology (ICFPT), 2020
32020
Beyond Peak Performance: Comparing the Real Performance of AI-Optimized FPGAs and GPUs
A Boutros, E Nurvitadhi, R Ma, S Gribok, Z Zhao, JC Hoe, V Betz, ...
International Conference on Field-Programmable Technology (ICFPT), 2020
22020
FPGA Architecture: Principles and Progression
A Boutros, V Betz
IEEE Circuits and Systems Magazine (CAS-M) 21 (2), 4-29, 2021
2021
Compute-Capable Block RAMs for Efficient Deep Learning Acceleration on FPGAs
X Wang, V Goyal, J Yu, V Bertacco, A Boutros, E Nurvitadhi, C Augustine, ...
2021 IEEE 29th Annual International Symposium on Field-Programmable Custom …, 2021
2021
Enhancing FPGA Architecture for Efficient Deep Learning Inference
A Boutros
University of Toronto, 2018
2018
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