Research on the Development and application of Memristor

This paper provides an overview of memristor devices, from their theoretical conception to practical applications. The limitations of conventional Von Neumann computer architectures are first discussed. The memristor is then introduced as a potential solution, with its unique properties of remembering resistance states. The history of memristors is reviewed, from Leon Chua’s 1971 prediction to HP’s 2008 experimental realization using titanium dioxide devices. Devices physics enabling resistance switching in HP’s TiO2 memristor are explained. Applications of memristors in non-volatile memory, logic operations, and neural network computing are described, with circuit implementations. Specifically, the use of memristor crossbar arrays for efficient multiply-accumulate operations is analyzed. Future prospects focus on memristor-based in-memory computing systems to overcome the Von Neumann bottleneck. Overall, this paper aims to illustrate the significant potential of memristors to revolutionize electronics and computing.