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检索条件"任意字段=Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays"
642 条 记 录,以下是41-50 订阅
排序:
Accelerating SSSP for Power-Law Graphs  22
Accelerating SSSP for Power-Law Graphs
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2022 acm/sigda international symposium on field-programmable gate arrays, FPGA 2022
作者: Chi, Yuze Guo, Licheng Cong, Jason University of California Los Angeles Los AngelesCA United States
The single-source shortest path (SSSP) problem is one of the most important and well-studied graph problems widely used in many application domains, such as road navigation, neural image reconstruction, and social net... 详细信息
来源: 评论
Online Training from Streaming Data with Concept Drift on FPGAs  24
Online Training from Streaming Data with Concept Drift on FP...
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24th international symposium on Quality Electronic Design (ISQED)
作者: Roorda, Esther Wilton, Steven J. E. Univ British Columbia Vancouver BC Canada
In dynamic environments, the inputs to machine learning models may exhibit statistical changes over time, through what is called concept drift. Incremental training can allow machine learning models to adapt to changi... 详细信息
来源: 评论
HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond  24
HLSFactory: A Framework Empowering High-Level Synthesis Data...
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6th international symposium on Machine Learning for CAD (MLCAD)
作者: Abi-Karam, Stefan Sarkar, Rishov Seigler, Allison Lowe, Sean Wei, Zhigang Chen, Hanqiu Rao, Nanditha John, Lizy Arora, Aman Hao, Cong Georgia Inst Technol Atlanta GA 30332 USA Georgia Tech Res Inst Atlanta GA 30332 USA Univ Texas Austin Austin TX USA Arizona State Univ Tempe AZ USA Int Inst Informat Technol Bangalore Bangalore Karnataka India
Machine learning (ML) techniques have been applied to high-level synthesis (HLS) flows for quality-of-result (QoR) prediction and design space exploration (DSE). Nevertheless, the scarcity of accessible highquality HL... 详细信息
来源: 评论
Interactive debugging at ip block interfaces in fpgas  21
Interactive debugging at ip block interfaces in fpgas
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2021 acm/sigda international symposium on field-programmable gate arrays, FPGA 2021
作者: Merlini, Marco Antonio Poy, Isamu Chow, Paul University of Toronto TorontoON Canada
Recent developments have shown FPGAs to be effective for data centre applications, but debugging support in that environment has not evolved correspondingly. This presents an additional barrier to widespread adoption.... 详细信息
来源: 评论
NetCracker: A peek into the routing architecture of xilinx 7-series fpgas  21
NetCracker: A peek into the routing architecture of xilinx 7...
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2021 acm/sigda international symposium on field-programmable gate arrays, FPGA 2021
作者: Petersen, Morten B. Nikolić, Stefan Stojilović, Mirjana Epfl School of Computer and Communication Sciences LausanneCH-1015 Switzerland
Novel applications have triggered significant changes at the system level of FPGA architecture design, such as the introduction of embedded VLIW processor arrays and hardened NoCs. However, the routing architecture of... 详细信息
来源: 评论
PRGA: An open-source fpga research and prototyping framework  21
PRGA: An open-source fpga research and prototyping framework
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2021 acm/sigda international symposium on field-programmable gate arrays, FPGA 2021
作者: Li, Ang Wentzlaff, David Princeton University PrincetonNJ United States
field programmable gate arrays (FPGA) are being used in a fast-growing range of scenarios, and heterogeneous CPU-FPGA systems are being tapped as a possible way to mitigate the challenges posed by the end of Moore'... 详细信息
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S2N2: A fpga accelerator for streaming spiking neural networks  21
S2N2: A fpga accelerator for streaming spiking neural networ...
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2021 acm/sigda international symposium on field-programmable gate arrays, FPGA 2021
作者: Khodamoradi, Alireza Denolf, Kristof Kastner, Ryan University of California San Diego United States Xilinx Longmont United States
Spiking Neural Networks (SNNs) are the next generation of Artificial Neural Networks (ANNs) that utilize an event-based representation to perform more efficient computation. Most SNN implementations have a systolic ar... 详细信息
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Folded integer multiplication for fpgas  21
Folded integer multiplication for fpgas
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2021 acm/sigda international symposium on field-programmable gate arrays, FPGA 2021
作者: Langhammer, Martin Pasca, Bogdan Intel Corporation Salisbury United Kingdom Intel Corporation France
Encryption-especially the key exchange algorithms such as RSA-is an increasing use-model for FPGAs, driven by the adoption of the FPGA as a SmartNIC in the datacenter. While bulk encryption such as AES maps well to ge... 详细信息
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FABulous: An embedded fpga framework  21
FABulous: An embedded fpga framework
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2021 acm/sigda international symposium on field-programmable gate arrays, FPGA 2021
作者: Koch, Dirk Dao, Nguyen Healy, Bea Yu, Jing Attwood, Andrew Computer Science University of Manchester United Kingdom Liverpool John Moores University United Kingdom
At the end of CMOS-scaling, the role of architecture design is increasingly gaining importance. Supporting this trend, customizable embedded FPGAs are an ingredient in ASIC architectures to provide the advantages of r... 详细信息
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Efficient fpga modular multiplication implementation  21
Efficient fpga modular multiplication implementation
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2021 acm/sigda international symposium on field-programmable gate arrays, FPGA 2021
作者: Langhammer, Martin Pasca, Bogdan Intel Corporation United Kingdom Intel Corporation France
Barrett's algorithm is the most commonly known method of performing a modular multiplication, which is the core of many modern encryption algorithms such as RSA. Barrett's algorithm requires an accurate quotie... 详细信息
来源: 评论