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Mathew Hall

Observed name: Hall, Mathew
ORCID: 0000-0002-2134-8247
Observed ORCID: 0000-0002-2134-8247
OpenAlex ID: A5075413522
With Shared Microexponents, A Little Shifting Goes a Long Way
2023 · Bita Darvish Rouhani, Ritchie Zhao, et al. · Proceedings - International Symposium on Computer Architecture/Proceedings · 56
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Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs
2020 · Andrew Boutros, Mathew Hall, et al. · International Conference on Field-Programmable Technology (FPT) · 48
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Automating the Design of Processor/Accelerator Embedded Systems with LegUp High-Level Synthesis
2014 · Blair Fort, Andrew Canis, et al. · IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC) · 30
HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs
2020 · Mathew Hall, Vaughn Betz · ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA) · 29
Microscaling Data Formats for Deep Learning
2023 · Rouhani, Bita Darvish, Zhao, Ritchie, et al. · arXiv (Cornell University) · 19
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From TensorFlow Graphs to LUTs and Wires: Automated Sparse and Physically Aware CNN Hardware Generation
2020 · Mathew Hall, Vaughn Betz · International Conference on Field-Programmable Technology (FPT) · 18
High Throughput FPGA-Based Object Detection via Algorithm-Hardware Co-Design
2023 · Anupreetham Anupreetham, Mohamed Ibrahim, et al. · ACM Transactions on Reconfigurable Technology and Systems · 17
End-to-End FPGA-based Object Detection Using Pipelined CNN and Non-Maximum Suppression
2021 · Anupreetham Anupreetham, Mohamed Ibrahim, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 17
H2PIPE: High Throughput CNN Inference on FPGAs with High-Bandwidth Memory
2024 · Mario Doumet, Marius Stan, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 10
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HPIPE NX: Boosting CNN Inference Acceleration Performance with AI-Optimized FPGAs
2022 · Marius Stan, Mathew Hall, et al. · International Conference on Field-Programmable Technology (FPT) · 8
Extending Data Flow Architectures for Convolutional Neural Networks to Multiple FPGAs
2023 · Mohamed Ibrahim, Zhipeng Zhao, et al. · International Conference on Field-Programmable Technology (FPT) · 7
HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs
2020 · Hall, Mathew, Betz, Vaughn · arXiv (Cornell University) · 4
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Architecture and Automation for Efficient Convolutional Neural Network Acceleration on Field Programmable Gate Arrays
2020 · Mathew Hall · TSpace (University of Toronto) · 2
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Works count: 13
Citation count: 265
H-index: 9
I10-index: 9
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