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- W4294069528 abstract "In this paper, we propose a neural network accelerator suitable for Yolo Like network. The accelerator is adopted at 72PE and works at a clock rate of 100Mhz. The IFMap (input feature map), Kernel, and OFMap (output feature map) are all quantized to uint8 to reduce the use of hardware resources and maintain a certain degree of accuracy. In addition, to reduce the DRAM bandwidth usage, we provide the Hetero Layer Fusion architecture to merge neighbor Layers' operations, which can avoid unnecessary access to the DRAM. To verify the proposed hardware architecture, we implement it on the Xilinx Zynq UltraScale + MPSoC ZCU102 platform. Experiments results show that the proposed architecture can achieve a reduction of bandwidth by nearly 33%." @default.
- W4294069528 created "2022-09-01" @default.
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- W4294069528 date "2022-07-06" @default.
- W4294069528 modified "2023-09-27" @default.
- W4294069528 title "Hetero Layer Fusion Based Architecture Design and Implementation for of Deep Learning Accelerator" @default.
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- W4294069528 doi "https://doi.org/10.1109/icce-taiwan55306.2022.9869072" @default.
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