Relaxor Antiferroelectric Dynamics for Neuromorphic Computing

Dongliang Yang, Yinan Lin, Weifan Meng, Zhongyi Wang, Huihan Li, Ce Li, Zirui Zhang, Qianyu Zhang, Junqi You, Jiarui Wang, Tianze Yu, Yutao Li, Weiting Miao, Weili Zhen, Fei Xue, Ruixiang Fei, Linfeng Sun*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

24 Citations (Scopus)

Abstract

Relaxor antiferroelectric (AFE) materials display a gradual polarization response and high energy storage density with polarization slowly reverting after removing an external field. This distinctive polarization-switching behavior closely resembles synaptic plasticity in biological nervous systems, presenting substantial potential for neuromorphic computing applications. Especially, its 2D scenario exhibits unique physical properties and maintains stability at atomic thickness due to their antipolar alignment, which effectively eliminates the depolarization field effect. Such stable 2D relaxor AFE materials offer significant advantages for integrating these materials into modern electronic devices for neuromorphic computing. In this study, the potential of a novel quaternary layered AFE material, CuBiP₂Se₆ (CBPS), is explored for neuromorphic device applications. CBPS exhibits a broad range of light absorption and stable relaxor AFE behavior, rendering it an outstanding candidate for optoelectronic synaptic devices. High-quality CBPS is synthesized and its AFE properties through various characterization techniques are verified. CBPS-based synaptic devices demonstrate dual-mode tunable resistance plasticity stimulated by both electrical and optical inputs, demonstrating the capacity to perform in-sensor computing for image restoration tasks. These findings suggest that relaxor AFE materials like CBPS could provide a robust platform for various brain-inspired applications, particularly in neuromorphic computing, and artificial visual systems.

Original languageEnglish
Article number2419204
JournalAdvanced Materials
Volume37
Issue number27
DOIs
Publication statusPublished - 10 Jul 2025
Externally publishedYes

Keywords

  • 2D-antiferroelectric materials
  • CuBiP₂Se₆
  • image restoration
  • neuromorphic computing
  • optoelectronic synapses

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