FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access

Jian Meng, Shreyas Kolala Venkataramanaiah, Chuteng Zhou, Patrick Hansen, Paul N. Whatmough, Jae-sun Seo. FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access. In 31st International Conference on Field-Programmable Logic and Applications, FPL 2021, Dresden, Germany, August 30 - Sept. 3, 2021. pages 9-16, IEEE, 2021. [doi]

Abstract

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