Open AccessOptimizing 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