Oxidation-boosted charge trapping in ultra-sensitive van der Waals materials for artificial synaptic features.

Abstract:

:Exploitation of the oxidation behaviour in an environmentally sensitive semiconductor is significant to modulate its electronic properties and develop unique applications. Here, we demonstrate a native oxidation-inspired InSe field-effect transistor as an artificial synapse in device level that benefits from the boosted charge trapping under ambient conditions. A thin InOx layer is confirmed under the InSe channel, which can serve as an effective charge trapping layer for information storage. The dynamic characteristic measurement is further performed to reveal the corresponding uniform charge trapping and releasing process, which coincides with its surface-effect-governed carrier fluctuations. As a result, the oxide-decorated InSe device exhibits nonvolatile memory characteristics with flexible programming/erasing operations. Furthermore, an InSe-based artificial synapse is implemented to emulate the essential synaptic functions. The pattern recognition capability of the designed artificial neural network is believed to provide an excellent paradigm for ultra-sensitive van der Waals materials to develop electric-modulated neuromorphic computation architectures.

journal_name

Nat Commun

journal_title

Nature communications

authors

Yang FS,Li M,Lee MP,Ho IY,Chen JY,Ling H,Li Y,Chang JK,Yang SH,Chang YM,Lee KC,Chou YC,Ho CH,Li W,Lien CH,Lin YF

doi

10.1038/s41467-020-16766-9

subject

Has Abstract

pub_date

2020-06-12 00:00:00

pages

2972

issue

1

issn

2041-1723

pii

10.1038/s41467-020-16766-9

journal_volume

11

pub_type

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