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检索条件"任意字段=FPGA 2000: ACM/SIGDA International Symposium on Field Programmable Gate Arrays"
1376 条 记 录,以下是341-350 订阅
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A Reconfigurable Accelerator for Sparse Convolutional Neural Networks  19
A Reconfigurable Accelerator for Sparse Convolutional Neural...
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Weijie You Chang Wu Fudan University Shanghai China
Convolutional Neural Networks (CNNs) have been shown to be very useful in image recognition and other AI applications. CNNs are usually computationally intensive. To address the challenge of overwhelming calculation r... 详细信息
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Optimizing Order-Associative Kernel Computation with Joint Memory Banking and Data Reuse  19
Optimizing Order-Associative Kernel Computation with Joint M...
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Juan Escobedo Mingjie Lin University of Central Florida Orlando FL USA
In this paper, we develop a joint strategy of memory banking and data reuse to specifically optimize the memory performance of any given order-associative and stencil-based computing kernel i.e., its iteration order c... 详细信息
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OLAF′17: Third international Workshop on Overlay Architectures for fpgas  17
OLAF′17: Third International Workshop on Overlay Architectu...
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acm/sigda international symposium on field-programmable gate arrays
作者: So, Hayden Kwok-Hay Wawrzynek, John Univ Hong Kong Dept Elect & Elect Engn Hong Kong Peoples R China Univ Calif Berkeley Dept Elect Engn & Comp Sci Berkeley CA 94720 USA
The Third international Workshop on Overlay Architectures for fpgas (OLAF) is held in Monterey, California, USA, on Feburary 22, 2017 and co-located with fpga 2017: The 25th acm/sigda international symposium on field ... 详细信息
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Towards Fast and Energy-Efficient Binarized Neural Network Inference on fpga  19
Towards Fast and Energy-Efficient Binarized Neural Network I...
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Cheng Fu Shilin Zhu Hao Su Ching-En Lee Jishen Zhao Iluvatar CoreX & University of California San Diego La Jolla CA USA University of California San Diego La Jolla CA USA Iluvatar CoreX San Jose CA USA
Binarized Neural Network (BNN) removes bitwidth redundancy in classical CNN by using a single bit (-1/+1) for network parameters and intermediate representations, which has greatly reduced the off-chip data transfer a... 详细信息
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A Pixel-Parallel Virtual-Image Architecture for High Performance and Power Efficient Graph Cuts Inference  19
A Pixel-Parallel Virtual-Image Architecture for High Perform...
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Tianqi Gao Rob A. Rutenbar University of Illinois at Urbana Champaign Urbana Champaign IL USA University of Pittsburgh Pittsburgh PA USA
A Pixel-Parallel Virtual-Image Architecture for High Performance and Power Efficient Graph Cuts Inference Tianqi Gao, University of Illinois Urbana Champaign Rob A. Rutenbar, University of Pittsburgh Contact: [email p... 详细信息
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Maverick: A Stand-alone CAD Flow for Xilinx 7-Series fpgas  19
Maverick: A Stand-alone CAD Flow for Xilinx 7-Series FPGAs
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Dallon Glick Jesse Grigg Brent Nelson Michael Wirthlin NSF Center for Space High-Performance and Resilient Computing (SHREC) & Brigham Young University Provo UT USA
Traditionally, an fpga vendor's own set of computer-aided design (CAD) tools are used to generate circuits for a given vendor's fpgas. However, numerous non-vendor CAD tools have been introduced to supplement ... 详细信息
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Hierarchical fpga Fabrics using 2D-Benes-BFT-Pyramid Network Layouts with Optimizations  19
Hierarchical FPGA Fabrics using 2D-Benes-BFT-Pyramid Network...
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Venkat Konda Konda Technologies Inc. San Jose CA USA
Even though Benes/BFT multi-stage networks offer O(N*Log N) crosspoint complexity compared to 2D-Mesh Networks with O(N^2) crosspoint complexity, lack of known 2D-Mesh-like 2D layouts for multi-stage networks is the f... 详细信息
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Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting  19
Fast Confidence Detection: One Hot Way to Detect Adversarial...
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Yazhu Lan Qingli Guo Guohe Zhang Yuanchao Xu Kent W. Nixon Hai Helen Li Yiran Chen Duke University Durham NC USA University of Chinese Academy of Sciences Beijing China Xi'an Jiaotong University Xi'an China Capital Normal University Beijing China
Deep Neural Networks (DNNs) have shown phenomenal success in a wide range of real-world applications. However, a concerning weakness of DNNs is that they are vulnerable to adversarial attacks. Although there exist met... 详细信息
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DNNVM: End-to-End Compiler Leveraging Operation Fusion on fpga-based CNN Accelerators  19
DNNVM: End-to-End Compiler Leveraging Operation Fusion on FP...
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Proceedings of the 2019 acm/sigda international symposium on field-programmable gate arrays
作者: Yu Xing Shuang Liang Lingzhi Sui Zhen Zhang Jiantao Qiu Xijie Jia Xin Liu Yushun Wang Yi Shan Yu Wang Xilinx Beijing China Tsinghua University Beijing China
In recent years, Convolutional Neural Network(CNN) is becoming the state-of-the-art method in a wide range of Artificial Intelligence(AI) domains. The increasingly large and complex CNN models are both computation bou... 详细信息
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Vicilogic 2.0: Online Learning and Prototyping of Digital Systems Using PYNQ-Z1/-Z2 SoC  29
Vicilogic 2.0: Online Learning and Prototyping of Digital Sy...
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29th international symposium on Rapid System Prototyping, RSP 2018
作者: Morgan, Fearghal O'loughlin, Declan Audiger, Jeremy Boyer, Yohan Timlin-Canning, Niall Kepa, Krzysztof Cawley, Seamus Gallivan, Ian Bako, László Callaly, Frank National University of Ireland Galway Ireland Sapientia Hungarian University of Transylvania Romania
This paper presents viciLogic 2.0, a scalable, distributed online learning, hardware prototyping, client application and course creator platform for System on Chip (SoC)-based digital systems. User applications transp... 详细信息
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