Dual-mode transparent synaptic device based on CsCu2I3 for neuromorphic computing and visual processing

Research output: Contribution to journalArticlepeer-review

Abstract

Lead-free halide perovskite materials have attracted increasing attention for neuromorphic applications owing to their non-toxicity, photoresponsivity, and transport properties. Herein, a two-terminal optoelectronic synaptic device based on CsCu2I3 thin films was fabricated via a single-source thermal evaporation method. The ITO/CsCu2I3/Au device exhibited the versatile synaptic behaviours under both electrical and optical stimulation, benefiting from the excellent optoelectronic properties of CsCu2I3. Under electrical stimulation, the device achieved reliable resistive switching, low energy consumption (10.8 nJ), and a digit recognition accuracy of 97.17 %. Under optical stimulation, the device demonstrated reversible learning-forgetting-relearning behaviour, and frequency-dependent responses that enable high-pass filter for image sharpening. Notably, a classical Pavlovian conditioning process was successfully mimicked owing to its multi-wavelength photoresponsivity. This work provides a scalable and eco-friendly platform for multifunctional neuromorphic computing, in-sensor processing, and artificial perception systems.

Original languageEnglish
Article number103043
JournalApplied Materials Today
Volume48
DOIs
StatePublished - Feb 2026

Keywords

  • CsCuI
  • Image sharpening
  • Lead-free Halide Perovskites
  • Neuromorphic computing
  • Optoelectronic synapses
  • Single-source evaporation

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