Andrew Boutros
University of Toronto
H-index: 14
North America-Canada
Top articles of Andrew Boutros
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions | arXiv preprint arXiv:2404.10076 | Andrew Boutros Aman Arora Vaughn Betz | 2024/4/15 |
High Throughput FPGA-Based Object Detection via Algorithm-Hardware Co-Design | ACM Transactions on Reconfigurable Technology and Systems | Anupreetham Anupreetham Mohamed Ibrahim Mathew Hall Andrew Boutros Ajay Kuzhively | 2024/1/15 |
Placement optimization for NoC-enhanced FPGAs | Srivatsan Srinivasan Andrew Boutros Fatemehsadat Mahmoudi Vaughn Betz | 2023/5/8 | |
Koios 2.0: Open-source deep learning benchmarks for FPGA architecture and cad research | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Aman Arora Andrew Boutros Seyed Alireza Damghani Karan Mathur Vedant Mohanty | 2023/5/3 |
A fast and flexible FPGA-based accelerator for natural language processing neural networks | ACM Transactions on Architecture and Code Optimization | Suyeon Hur Seongmin Na Dongup Kwon Joonsung Kim Andrew Boutros | 2023/2/10 |
Field-Programmable Gate Array Architecture | Andrew Boutros Vaughn Betz | 2023/1/7 | |
Into the Third Dimension: Architecture Exploration Tools for 3D Reconfigurable Acceleration Devices | Andrew Boutros Fatemehsadat Mahmoudi Amin Mohaghegh Stephen More Vaughn Betz | 2023/12/12 | |
A Whole New World: How to Architect Beyond-FPGA Reconfigurable Acceleration Devices? | Andrew Boutros Stephen More Vaughn Betz | 2023/9/4 | |
RAD-Sim: Rapid architecture exploration for novel reconfigurable acceleration devices | Andrew Boutros Eriko Nurvitadhi Vaughn Betz | 2022/8/29 | |
FPGA-based AI smart NICs for scalable distributed AI training systems | IEEE Computer Architecture Letters | Rui Ma Evangelos Georganas Alexander Heinecke Sergey Gribok Andrew Boutros | 2022/7/7 |
Systems And Methods For Processor Circuits | 2022/4/21 | ||
Apparatus, Articles of Manufacture, and Methods for Composable Machine Learning Compute Nodes | 2022/4/14 | ||
Architecture and application co-design for beyond-FPGA reconfigurable acceleration devices | IEEE Access | Andrew Boutros Eriko Nurvitadhi Vaughn Betz | 2022/9/5 |
End-to-end FPGA-based object detection using pipelined CNN and non-maximum suppression | Anupreetham Anupreetham Mohamed Ibrahim Mathew Hall Andrew Boutros Ajay Kuzhively | 2021/8/30 | |
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research | Aman Arora Andrew Boutros Daniel Rauch Aishwarya Rajen Aatman Borda | 2021/8/30 | |
FPGA Architecture: Principles and Progression | IEEE Circuits and Systems Magazine (CAS-M) | Andrew Boutros Vaughn Betz | 2021/5/25 |
Compute-capable block RAMs for efficient deep learning acceleration on FPGAs | Xiaowei Wang Vidushi Goyal Jiecao Yu Valeria Bertacco Andrew Boutros | 2021/5/9 | |
Recurrent neural networks with column-wise matrix–vector multiplication on FPGAs | IEEE Transactions on Very Large Scale Integration (VLSI) Systems | Zhiqiang Que Hiroki Nakahara Eriko Nurvitadhi Andrew Boutros Hongxiang Fan | 2021/12/29 |
Specializing for efficiency: Customizing AI inference processors on FPGAs | Andrew Boutros Eriko Nurvitadhi Vaughn Betz | 2021/12/19 | |
Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs | Andrew Boutros Mathew Hall Nicolas Papernot Vaughn Betz | 2020/12 |
Co-Authors
