A Hardware-Friendly High-Precision CNN Pruning Method and Its FPGA Implementation

Sui, XF; Lv, QB; Zhi, LJ; Zhu, BY; Yang, YB; Zhang, Y; Tan, Z

Tan, Z (通讯作者),Chinese Acad Sci, Aerosp Informat Res Inst, 9 Dengzhuang South Rd, Beijing 100094, Peoples R China.;Tan, Z (通讯作者),Chinese Acad Sci, Key Lab Computat Opt Imagine Technol, Dept, 9 Dengzhuang South Rd, Beijing 100094, Peoples R China.

SENSORS, 2023; 23 (2):

Abstract

To address the problems of large storage requirements, computational pressure, untimely data supply of off-chip memory, and low computational efficien......

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