4단계 BK21 미래국방 지능형ICT 교육연구단

The effects of thermal annealing on analog resistive switching behavior in bilayer HfO₂/ZnO synaptic devices were investigated. The annealed active ZnO layer between the top Pd electrode and the HfO₂ layer exhibited electroforming-free resistive switching. In particular, the switching uniformity, stability, and reliability of the synaptic devices were dramatically improved via thermal annealing at 600 °C atomic force microscopy and X-ray diffraction analyses revealed that active ZnO films demonstrated increased grain size upon annealing from 400 °C to 700 °C, whereas the ZnO film thickness and the annealing of the HfO₂ layer in bilayer HfO₂/ZnO synaptic devices did not profoundly affect the analog switching behavior. The optimized thermal annealing at 600 °C in bilayer HfO₂/ZnO synaptic devices dramatically improved the nonlinearity of long-term potentiation/depression properties, the relative coefficient of variation of the asymmetry distribution σ/μ, and the asymmetry ratio, which approached 1. The results offer valuable insights into the implementation of highly robust synaptic devices in neural networks.

https://pubs.rsc.org/en/content/articlelanding/2024/nr/d3nr04917e