Endogenic ion–electron coupling effect in rGO–Fe2O3 heterostructure for optoelectronic neuromorphic memcapacitor

Q Quanhong Chang (Department of Physics, Shanghai Normal University , Guilin Road 100, Shanghai 200234,) Y Yu Meng F Fudu Xing (Computer Engineering within the Andrew and Erna Viterbi School of Engineering, University of Southern California 2 , 3415 South Figueroa Street, Los Angeles, California 90089-0875,) W Wanhua Li X Xun Peng (Department of Physics, Shanghai Normal University 1 , Guilin Road 100, Shanghai 200234,) W Weijie Du H Huishan Wang G Guina Xiao (Department of Physics, Shanghai Normal University 1 , Guilin Road 100, Shanghai 200234,) L Lei Huang (BLSA-ZJU Research Center and Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, China.)

Abstract

Taking inspiration from biological synapses, memcapacitors communicating in the ionic language gain more spotlight for neuromorphic computing. However, creating an ion-based memcapacitor that is sensitive to external light signals based on the hysteretic ion transport still remains in the initial stage. Herein, we propose an Ag/rGO–Fe2O3/PVA–H3PO4/Ag memcapacitor with H+ as active ions, in which localized photogenerated electrons originating from Fe2O3 induce the endogenic ion–electron coupling effect with H+ at the rGO, resulting in the weak hydrogen bonds. After removing the light stimuli, these hydrogen bonds will lead to a part of H+ trapped in the rGO layers and the observed hysteretic capacitance. A high accuracy of more than 92.0% is obtained in digital recognition training, which indicates that this endogenic ion–electron coupling effect could be considered as a promising strategy to design the neuromorphic synaptic devices.

Article Details

Volume / Issue Vol. 127, Issue 7
Published August 18, 2025
ISSN 0003-6951
Publisher American Institute of Physics

Journal Info

Applied Physics Letters

American Institute of Physics

ISSN: 0003-6951 Physical Sciences

Authors (9)

Q

Quanhong Chang

Department of Physics, Shanghai Normal University , Guilin Road 100, Shanghai 200234,

Y

Yu Meng

F

Fudu Xing

Computer Engineering within the Andrew and Erna Viterbi School of Engineering, University of Southern California 2 , 3415 South Figueroa Street, Los Angeles, California 90089-0875,

W

Wanhua Li

X

Xun Peng

Department of Physics, Shanghai Normal University 1 , Guilin Road 100, Shanghai 200234,

W

Weijie Du

H

Huishan Wang

G

Guina Xiao

Department of Physics, Shanghai Normal University 1 , Guilin Road 100, Shanghai 200234,

L

Lei Huang

BLSA-ZJU Research Center and Key Laboratory of Biomass Chemical Engineering of Ministry of Education, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, China.