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A wide-range operating synaptic device based on organic ferroelectricity with low energy consumption

Authors :
Li Tu
Pengfei Wang
Kunlong Yang
Lirong Zheng
Xiaolei Cui
Jiao Wang
Xin Zhang
Jiawei Xu
Yiqiang Zhan
Sijian Yuan
Source :
RSC Advances. 8:26549-26553
Publication Year :
2018
Publisher :
Royal Society of Chemistry (RSC), 2018.

Abstract

In this work, a wide-range operating synaptic device based on organic ferroelectricity has been demonstrated. The device possesses a simple two-terminal structure by using a ferroelectric phase-separated polymer blend as the active layer and gold/indium tin oxide (ITO) as the top/bottom electrodes, and exhibits a distinctive history-dependent resistive switching behavior at room temperature. And the device with low energy consumption (∼50 fJ μm−2 per synaptic event) can provide a reliable synaptic function of potentiation, depression and the complex memory behavior simulation of differential responses to diverse stimulations. In addition, using simulations, the accuracy of 32 × 32 pixel image recognition is improved from 76.21% to 85.06% in the classical model Cifar-10 with 1024 levels of the device, which is an important step towards the higher performance goal in image recognition based on memristive neuromorphic networks.

Details

ISSN :
20462069
Volume :
8
Database :
OpenAIRE
Journal :
RSC Advances
Accession number :
edsair.doi.dedup.....dc6b93080865c23ff96cb69a3276a1a0
Full Text :
https://doi.org/10.1039/c8ra04403a