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Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018Kaiyuan Guo +8 more
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Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks
Symposium on Field Programmable Gate Arrays, 2016Naveen Suda +7 more
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2010
Field Programmable Gate Array (FPGA) offer an excellent platform for embedded DSP systems when real-time processing beyond that which multiprocessor platforms can achieve is required, and volumes are too small to justify the costs of developing a custom chip. This niche role is due to the ability of FPGA to host custom computing architectures, tailored
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Field Programmable Gate Array (FPGA) offer an excellent platform for embedded DSP systems when real-time processing beyond that which multiprocessor platforms can achieve is required, and volumes are too small to justify the costs of developing a custom chip. This niche role is due to the ability of FPGA to host custom computing architectures, tailored
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A survey of FPGA-based accelerators for convolutional neural networks
Neural computing & applications (Print), 2018Sparsh Mittal
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FP-BNN: Binarized neural network on FPGA
Neurocomputing, 2018Shuang Liang +4 more
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Optimizing Loop Operation and Dataflow in FPGA Acceleration of Deep Convolutional Neural Networks
Symposium on Field Programmable Gate Arrays, 2017Yufei Ma +3 more
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Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC
International Conference on Field-Programmable Technology, 2016Eriko Nurvitadhi +5 more
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Improving the Performance of OpenCL-based FPGA Accelerator for Convolutional Neural Network
Symposium on Field Programmable Gate Arrays, 2017Jialiang Zhang, J. Li
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FPGA Side Channel Attacks without Physical Access
IEEE Symposium on Field-Programmable Custom Computing Machines, 2018Chethan Ramesh +6 more
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