The explosion of “big data” applications imposes severe challenges of data processing speed and scalability on traditional computer systems. However, the performance of von Neumann machine is greatly hindered by the increasing performance gap between CPU and memory (“known as memory wall”), motivating the active research on new or alternative computing architecture. As one important instance, neuromorphic computing systems have gained considerable attentions. Neuromorphic computing systems refer
