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Short communication: An updated design to implement artificial neuron synaptic behaviors in one device with a control gate

  • Shaocheng Qi
  • , Yongbin Hu
  • , Chaoqi Dai
  • , Peiqin Chen
  • , Zhendong Wu
  • , Thomas J. Webster*
  • , Mingzhi Dai*
  • *Corresponding author for this work
  • CAS - Ningbo Institute of Material Technology and Engineering
  • Northeastern University
  • University of Chinese Academy of Sciences

Research output: Contribution to journalArticlepeer-review

Abstract

Background: As a key component in artificial intelligence computing, a transistor design is updated here as a potential alternative candidate for artificial synaptic behavior implementa-tion. However, further updates are needed to better control artificial synaptic behavior. Here, an updated channel-electrode transistor design is proposed as an artificial synapse device; this structure is different from previously published designs by other groups. Methods: A semiconductor characterization system was used in order to simulate the artificial synaptic behavior and a scanning electron microscope was used to characterize the device structure. Results: It was found that the electrode added to the transistor channel had a strong impact on the representative transmission behavior of such artificial synaptic devices, such as excitatory postsynaptic current (EPSC) and the paired-pulse facilitation (PPF) index. Conclusion: These behaviors were tuned effectively and the impact of the channel electrode is explained by the combined effects of the joint channel electrode and conventional gate. The voltage dependence of such oxide devices suggests more capability to emulate various synaptic behaviors for numerous medical and non-medical applications. This is extremely helpful for future neuromorphic computational system implementation.

Original languageEnglish
Pages (from-to)6239-6245
Number of pages7
JournalInternational Journal of Nanomedicine
Volume15
DOIs
StatePublished - 2020
Externally publishedYes

Keywords

  • Artificial synapse
  • Channel-electrode transistor
  • Neuron behavior control
  • Thin-film transistor

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