Three-Terminal Ovonic Threshold Switch (3T-OTS) with Tunable Threshold Voltage for Versatile Artificial Sensory Neurons
- Authors
- Hyejin Lee; cho, seong won; Kim, Seon Jeong; Jaesang Lee; Kim, Keun Su; Kim, In ho; PARK, JONG KEUK; Kwak, Joon Young; Kim, Jae wook; Park, Jongkil; Jeong, Yeon Joo; Hwang, Gyu Weon; LEE, KYEONG SEOK; Ielmini, Daniele; Lee, Suyoun
- Issue Date
- 2022-01
- Publisher
- American Chemical Society
- Citation
- Nano Letters, v.22, no.2, pp.733 - 739
- 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.
- Keywords
- PARALLEL; STATES; PHASE; MODEL; in-sensor computing; artificial retinal ganglion cell; gate-tunable Ovonic threshold switch; neuromorphic; spiking neural network
- ISSN
- 1530-6984
- URI
- https://pubs.kist.re.kr/handle/201004/76811
- DOI
- 10.1021/acs.nanolett.1c04125
- Appears in Collections:
- KIST Article > 2022
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