Abstract
Magnetic skyrmions, particle-like spin structures, are considered as ideal information carriers for neuromorphic computing devices due to their topological stability and nanoscale size. In this work, we proposed to control magnetic skyrmions by electric-field-excited surface acoustic waves in neuromorphic computing device structures. Our micromagnetic simulations show that the number of created skyrmions, which emulates the synaptic weight parameter, increases monotonically with increasing the amplitude of the surface acoustic waves. Additionally, the efficiency of skyrmion creation was investigated systemically with a wide range of the magnetic parameters, and the optimal values have been presented accordingly. Finally, the functionalities of short-term plasticity and long-term potentiation have been demonstrated via the skyrmion excitation by the sequence of surface acoustic waves with different intervals. The application of surface acoustic waves in the skyrmionic neuromorphic computing devices paves a novel way for low-power computing systems.