Integrated Opto-Synaptic IGZO Transistors for Image Recognition Fabricated at Room Temperature

  • Shu Ming Qi
  • , Jia Cheng Li
  • , Yang Hui Xia
  • , Zi Chun Liu
  • , De Dai
  • , Ting Lu Song
  • , Hui Xia Yang
  • , Yuan Xiao Ma*
  • , Ye Liang Wang*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

At room temperature, high-κ HfLaO is adopted as the gate dielectric to fabricate amorphous InGaZnO (a-IGZO) optical synaptic thin-film transistors (TFTs), for which plasma treatments are conducted on the HfLaO dielectric in O2 and a-IGZO in Ar, respectively, namely, OPT/APT-TFTs. Consequently, high-performance a-IGZO TFTs are obtained with a high carrier mobility of 20.8 cm2/V·s, a high Ion/Ioff ratio of 3.2 × 106, and a small subthreshold swing (SS) of 0.25 V/dec. As compared to the pristine TFTs, the photocurrent of the OPT/APT-TFTs under a 365 nm ultraviolet (UV) light is significantly raised three times up to 1.4 μA. Meanwhile, the current decay percentage after irradiation removal is reduced from 98% down to 36% within 60 s, indicating an enhanced persistent-photoconductivity (PPC) effect. Accordingly, various optical synaptic plasticities are obtained based on which a simulated neuronal network with a high 93.22% accuracy is achieved to recognize MNIST handwritten digits. Moreover, both neurotransmitter and neuromodulator behaviors are concurrently emulated in a single device through exploiting the native three-terminal structure of the TFT. Importantly, an artificial visual nervous system is successfully constructed by integrating the a-IGZO optoelectronic TFTs for image recognition.

Original languageEnglish
Pages (from-to)1760-1770
Number of pages11
JournalACS Photonics
Volume12
Issue number4
DOIs
Publication statusPublished - 16 Apr 2025
Externally publishedYes

Keywords

  • a-IGZO TFTs
  • high-κ dielectric
  • image recognition
  • optical synaptic plasticities
  • persistent-photoconductivity effect

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