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A 0.52mj/frame 107fps Super-Resolution Processor Exploiting Pseudo-FP6 Sparsity for Mobile Applications

Xuyang Duan, Xinhua Shi, Zikang Zhou, Zhiyi Shu,Yitong Rong, Yufan Chen, Zhen Yang, Menghan Li,Jun Han

IEEE International Solid-State Circuits Conference(2025)

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Key words
Mobile App,Convolutional Neural Network,Image Quality,Mobile Devices,Deconvolution,Energy Efficiency,Power Consumption,Feature Maps,Convolution Operation,Input Channels,Overlap Region,Improve Energy Efficiency,Additional Overhead,Test Configuration,Datapath,On-chip Memory,Vertical Boundary,Caching Scheme,External Access,Hardware Overhead
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