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20192021
most citedLayer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors

95 citations · 130 across the 6 of their papers we have counts for

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cs.DC2021★ 1 cited

ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data

Duy Thanh Nguyen, Hyeonseung Je, Tuan Nghia Nguyen +3

Residual block is a very common component in recent state-of-the art CNNs such as EfficientNet or EfficientDet. Shortcut data accounts for nearly 40% of feature-maps access in ResN…