Optimizing the Deep Neural Networks by Layer-Wise Refined Pruning and the Acceleration on FPGA - Li, Hengyi; Yue, Xuebin; Wang, Zhichen; Chai, Zhilei; Wang, Wenwen; Tomiyama, Hiroyuki; Meng, Lin (Computational Intelligence and Neuroscience, 2022)
Keywords: Acceleration; Accuracy; Algorithms; Artificial Intelligence; Artificial neural networks; Computational linguistics; Cultural heritage; Design; Digital integrated circuits; Efficiency; Field programmable gate arrays; Floating point arithmetic; Hardware; Language processing; Natural language interfaces; Neural networks; Neural Networks, Computer; Parameters; Pruning; Research Article; Semiconductor industry; Software; Sparsity; United States