The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic
computing has drawn extensive attention due to its promising capability in processing
massive data with extremely low power consumption. Here, we offer a comprehensive
review on emerging artificial neuromorphic devices and their applications. In light of the
inner physical processes, we classify the devices into nine major categories and discuss …