Heterosynaptic Plasticity in a Vertical Two-Terminal Synaptic Device

  • Haena Yim
  • , Chansoo Yoon
  • , Ahrom Ryu
  • , So Yeon Yoo
  • , Ju Young Kwon
  • , Gwangtaek Oh
  • , Sohwi Kim
  • , Eun Hee Kee
  • , Keun Hwa Chae
  • , Jung Ho Yoon
  • , Bae Ho Park
  • , Ji Won Choi

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Vertical two-terminal synaptic devices based on resistive switching have shown great potential for emulating biological signal processing and implementing artificial intelligence learning circuitries. To mimic heterosynaptic behaviors in vertical two-terminal synaptic devices, an additional terminal is required for neuromodulator activity. However, adding an extra terminal, such as a gate of the field-effect transistor, may lead to low scalability. In this study, a vertical two-terminal Pt/bilayer Sr1.8Ag0.2Nb3O10 (SANO) nanosheet/Nb:SrTiO3 (Nb:STO) device emulates heterosynaptic plasticity by controlling the number of trap sites in the SANO nanosheet via modulation of the tunneling current. Similar to biological neuromodulation, we modulated the synaptic plasticity, pulsed pair facilitation, and cutoff frequency of a simple two-terminal device. Therefore, our synaptic device can add high-level learning such as associative learning to a neuromorphic system with a simple cross-bar array structure.

Original languageEnglish
Pages (from-to)6360-6368
Number of pages9
JournalNano Letters
Volume23
Issue number14
DOIs
StatePublished - 26 Jul 2023
Externally publishedYes

Keywords

  • 2D perovskites
  • artificial synapse
  • Dion−Jacobson phase
  • heterosynaptic plasticity
  • neuromodulation
  • neuromorphic device

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