18 Improving Utilization of Dataflow Architectures through Software and Hardware Co-Design    
Fan Zhihua, Wenming Li, Shengzhong Tang, Xuejun An, Xiaochun Ye and Dongrui Fan 

   
144 BitHist: A Precision-Scalable Sparse-Awareness DNN Accelerator Based on Bit Slices Products Histogram
Zhaoteng Meng, Long Xiao, Xiaoyao Gao, Lin Shu and Jie Hao