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What is Optimization of Neural Networks for Resource Management about?

The document discusses the implementation of convolutional neural networks (CNNs) based on resource sharing techniques. It proposes a general line buffer structure and DSP resource sharing technology for the implementation of convolutional circuits in FPGAs. This aims to improve parallelism of convolutional operations and increase resource utilization to maximize the performance of the accelerator. The CNN model is deployed on a Xilinx ZY14 XC7Z035 FPGA using a modified circuit, achieving 0.48 GOP/s perform

Author

rahul r

Language

EN