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FPGA Dynamic and Partial Reconfiguration: A Survey of Architectures, Methods, and Applications
Dynamic and partial reconfiguration are key differentiating capabilities of field programmable gate arrays (FPGAs). While they have been studied extensively in academic literature, they find limited use in deployed systems. We review FPGA ...
Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks
FPGA '15: Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate ArraysConvolutional neural network (CNN) has been widely employed for image recognition because it can achieve high accuracy by emulating behavior of optic nerves in living creatures. Recently, rapid growth of modern applications based on deep learning ...






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