Single Silicon Neuron Device Enabling Neuronal Oscillation and Stochastic Dynamics

Doohyeok Lim, Kyoungah Cho, Sangsig Kim

Research output: Contribution to journalArticlepeer-review

Abstract

In this work, we report a fully CMOS-compatible single silicon neuron device, by exploiting interlinked positive and negative feedback loops. The neuron device exhibits the key features of leaky integrate-and-fire functionality and can produce neuronal oscillations that resemble biological oscillations. The stochastic nature and analog input-sensitivity of the feedback switching dynamics are observed in the device. Moreover, the neuronal oscillations of the two-terminal device do not require any power supplied by external bias lines.

Original languageEnglish
JournalIEEE Electron Device Letters
DOIs
Publication statusAccepted/In press - 2021

Keywords

  • Biology
  • complementary metal-oxide-semiconductor
  • Feeds
  • leaky integrate-and-fire neuron
  • Logic gates
  • neuromorphic computing
  • Neurons
  • oscillation
  • Oscillators
  • Resistors
  • Silicon
  • stochastic neuron

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Electrical and Electronic Engineering

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