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Three-Terminal Ovonic Threshold Switch (3T-OTS) with Tunable Threshold Voltage for Versatile Artificial Sensory Neurons

  • Hyejin Lee
  • , Seong Won Cho
  • , Seon Jeong Kim
  • , Jaesang Lee
  • , Keun Su Kim
  • , Inho Kim
  • , Jong Keuk Park
  • , Joon Young Kwak
  • , Jaewook Kim
  • , Jongkil Park
  • , Yeon Joo Jeong
  • , Gyu Weon Hwang
  • , Kyeong Seok Lee
  • , Daniele Ielmini
  • , Suyoun Lee

Research output: Contribution to journalArticlepeer-review

25 Scopus citations

Abstract

Inspired by information processing in biological systems, sensor-combined edge-computing systems attract attention requesting artificial sensory neurons as essential ingredients. Here, we introduce a simple and versatile structure of artificial sensory neurons based on a novel three-terminal Ovonic threshold switch (3T-OTS), which features an electrically controllable threshold voltage (Vth). Combined with a sensor driving an output voltage, this 3T-OTS generates spikes with a frequency depending on an external stimulus. As a proof of concept, we have built an artificial retinal ganglion cell (RGC) by combining a 3T-OTS and a photodiode. Furthermore, this artificial RGC is combined with the reservoir-computing technique to perform a classification of chest X-ray images for normal, viral pneumonia, and COVID-19 infections, releasing the recognition accuracy of about 86.5%. These results indicate that the 3T-OTS is highly promising for applications in neuromorphic sensory systems, providing a building block for energy-efficient in-sensor computing devices.

Original languageEnglish
Pages (from-to)733-739
Number of pages7
JournalNano Letters
Volume22
Issue number2
DOIs
StatePublished - 26 Jan 2022

Bibliographical note

Publisher Copyright:
© 2022 American Chemical Society

Keywords

  • artificial retinal ganglion cell
  • gate-tunable Ovonic threshold switch
  • in-sensor computing
  • neuromorphic
  • spiking neural network

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