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Mimicking Neurotransmitter Release and Long‐Term Plasticity by Oxygen Vacancy Migration in a Tunnel Junction Memristor

Year of publication

2019

Authors

Tan, Hongwei; Bhattacharya, Sayani; Qin, QiHang; Lahtinen, Jouko; van Dijken, Sebastiaan

Abstract

Activated by action potentials and Ca<sup>2+</sup> ion migration, neurotransmitters in biological synapses are released from vesicles at the presynaptic membrane to the cleft and bonded to receptors on the postsynaptic membrane. The bonded neurotransmitters modify the electrochemical properties of the postsynaptic membrane and, thereby, the synaptic plasticity, which forms the basis for learning, memory, emotion, cognition, and consciousness. Here, the oxygen vacancy transport in Au/SrTiO<sub>3</sub> (STO)/La<sub>0.67</sub>Sr<sub>0.33</sub>MnO<sub>3</sub> (LSMO) tunnel junctions is exploited to mimic neurotransmission processes in an artificial ionic electronic device. Using voltage pulses of varying number, amplitude, and polarity, it is demonstrated that reversible oxygen vacancy migration across the STO/LSMO interface provides stable multilevel resistance switching for octal memory devices and resembles the quantal, stochastic, and excitatory or inhibitory nature of neurotransmitter release dynamics. Moreover, fundamental synaptic behaviors including long‐term potentiation/depression and various types of spike‐timing‐dependent plasticity characteristics are emulated, opening a promising biorealistic approach to the design of neuromorphic devices.
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Organizations and authors

Aalto University

Tan Hongwei Orcid -palvelun logo

Lahtinen Jouko Orcid -palvelun logo

Qin QiHang

Bhattacharya Sayani Orcid -palvelun logo

van Dijken Sebastiaan Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Volume

1

Issue

2

Article number

1900036

Pages

1

​Publication forum

88268

​Publication forum level

1

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

License of the publisher’s version

CC BY

Self-archived

Yes

Other information

Fields of science

Physical sciences; Electronic, automation and communications engineering, electronics; Mechanical engineering; Nanotechnology

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Internationality of the publisher

International

Language

English

International co-publication

No

Co-publication with a company

No

DOI

10.1002/aisy.201900036

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes