Optimizing the Deep Neural Networks by Layer-Wise Refined Pruning and the Acceleration on FPGA | Zendy

Hengyi Li | Zendy; Xuebin Yue | Zendy; Zhichen Wang | Zendy; Zhilei Chai | Zendy; Wenwen Wang | Zendy; Hiroyuki Tomiyama | Zendy; Lin Meng | Zendy

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Optimizing the Deep Neural Networks by Layer-Wise Refined Pruning and the Acceleration on FPGA

Author(s) -

Hengyi Li,

Xuebin Yue,

Zhichen Wang,

Zhilei Chai,

Wenwen Wang,

Hiroyuki Tomiyama,

Lin Meng

Publication year - 2022

Publication title -

computational intelligence and neuroscience

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.605

H-Index - 52

eISSN - 1687-5273

pISSN - 1687-5265

DOI - 10.1155/2022/8039281

Subject(s) - field programmable gate array , computer science , pruning , convolutional neural network , layer (electronics) , artificial neural network , throughput , process (computing) , gate array , artificial intelligence , parallel computing , speedup , floating point , flops , computer engineering , computer hardware , pattern recognition (psychology) , algorithm , wireless , chemistry , organic chemistry , agronomy , biology , operating system , telecommunications

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