In-situ observation of low-power nano-synaptic response in graphene oxide using conductive atomic force microscopy
File(s)Manuscript accepted.pdf (1.33 MB)
Accepted version
Author(s)
Type
Journal Article
Abstract
Multiple studies have reported the observation of electro-synaptic response in different metal/insulator/metal devices; however, most of them analysed large (>1 µm2) devices that do not meet the integration density required by the industry (1010 devices/mm2). Some studies employed a scanning tunnelling microscope (STM) to explore nano-synaptic response in different materials, but in this setup there is a nanogap between the insulator and one of the metallic electrodes (i.e. the STM tip), which is not present in real devices. Here we show how to use a conductive atomic force microscope (CAFM) to explore the presence and quality of nano-synaptic response in confined areas <500 nm2. For this study, we selected graphene oxide (GO) due to its easy fabrication and excellent electrical properties. Our experiments indicate that metal/GO/metal nano-synapses exhibit potentiation and paired pulse facilitation with low write current levels <1 µA (i.e. power consumption ~3 μW), controllable excitatory post-synaptic currents and long-term potentiation and depression. Our results provide a new method to explore nano-synaptic plasticity at the nanoscale, and point GO as an important candidate material for the fabrication of ultra-small (<500 nm2) electronic synapses fulfilling the integration density requirements of neuromorphic systems.
Date Issued
2021-07-01
Date Acceptance
2021-04-12
Citation
Small, 2021, 17 (26)
ISSN
1613-6810
Publisher
Wiley
Journal / Book Title
Small
Volume
17
Issue
26
Copyright Statement
© 2021 Wiley-VCH GmbH. This is the peer reviewed version of the following article, which has been published in final form at https://onlinelibrary.wiley.com/doi/10.1002/smll.202101100. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions.
Sponsor
Engineering & Physical Science Research Council (E
Engineering & Physical Science Research Council (EPSRC)
Engineering & Physical Science Research Council (EPSRC)
Grant Number
EP/R511547/1
EP/T005106/1
EP/P02534X/2
Subjects
Science & Technology
Physical Sciences
Technology
Chemistry, Multidisciplinary
Chemistry, Physical
Nanoscience & Nanotechnology
Materials Science, Multidisciplinary
Physics, Applied
Physics, Condensed Matter
Chemistry
Science & Technology - Other Topics
Materials Science
Physics
conductive atomic force microscopy
electronic synapses
graphene oxide
resistive switching
spray coating
synaptic plasticity
MEMRISTIVE CROSSBAR ARRAYS
PLASTICITY
THIN
MECHANISM
conductive atomic force microscopy
electronic synapses
graphene oxide
resistive switching
spray coating
synaptic plasticity
Graphite
Microscopy, Atomic Force
Neuronal Plasticity
Synapses
Synapses
Graphite
Microscopy, Atomic Force
Neuronal Plasticity
Nanoscience & Nanotechnology
Publication Status
Published
Article Number
ARTN 2101100
Date Publish Online
2021-06-03