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01/03/2021
DB4HLS: A Database of High-Level Synthesis Design Space Explorations
High-Level Synthesis (HLS) frameworks allow to easily specify a large nu...
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09/02/2020
Agile SoC Development with Open ESP
ESP is an open-source research platform for heterogeneous SoC design. Th...
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08/08/2020
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics
Graph neural networks have been shown to achieve excellent performance f...
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07/02/2020
CRYLOGGER: Detecting Crypto Misuses Dynamically
Cryptographic (crypto) algorithms are the essential ingredients of all s...
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04/07/2020
ESP4ML: Platform-Based Design of Systems-on-Chip for Embedded Machine Learning
We present ESP4ML, an open-source system-level design flow to build and ...
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03/11/2020
Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML
We present the implementation of binary and ternary neural networks in t...
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02/05/2020
Fast inference of Boosted Decision Trees in FPGAs for particle physics
We describe the implementation of Boosted Decision Trees in the hls4ml l...
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12/18/2019
PAGURUS: Low-Overhead Dynamic Information Flow Tracking on Loosely Coupled Accelerators
Software-based attacks exploit bugs or vulnerabilities to get unauthoriz...
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12/18/2019
COSMOS: Coordination of High-Level Synthesis and Memory Optimization for Hardware Accelerators
Hardware accelerators are key to the efficiency and performance of syste...
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02/19/2019