• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Yu, Rengjian (Yu, Rengjian.) [1] | Li, Enlong (Li, Enlong.) [2] | Wu, Xiaomin (Wu, Xiaomin.) [3] | Yan, Yujie (Yan, Yujie.) [4] | He, Weixin (He, Weixin.) [5] | He, Lihua (He, Lihua.) [6] | Chen, Jinwei (Chen, Jinwei.) [7] | Chen, Huipeng (Chen, Huipeng.) [8] (Scholars:陈惠鹏) | Guo, Tailiang (Guo, Tailiang.) [9] (Scholars:郭太良)

Indexed by:

EI Scopus SCIE

Abstract:

Neuromorphic computing inspired by the neural systems in human brain will overcome the issue of independent information processing and storage. An artificial synaptic device as a basic unit of a neuromorphic computing system can perform signal processing with low power consumption, and exploring different types of synaptic transistors is essential to provide suitable artificial synaptic devices for artificial intelligence. Hence, for the first time, an electret-based synaptic transistor (EST) is presented, which successfully shows synaptic behaviors including excitatory/inhibitory postsynaptic current, paired-pulse facilitation/ depression, long-term memory, and high-pass filtering. Moreover, a neuromorphic computing simulation based on our EST is performed using the handwritten artificial neural network, which exhibits an excellent recognition accuracy (85.88%) after 120 learning epochs, higher than most reported organic synaptic transistors and close to the ideal accuracy (92.11%). Such a novel synaptic device enriches the diversity of synaptic transistors, laying the foundation for the diversified development of the next generation of neuromorphic computing systems.

Keyword:

charge trapping electret-based synaptic transistor neuromorphic computing nonlinearity pattern recognition synaptic weight update

Community:

  • [ 1 ] [Yu, Rengjian]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 2 ] [Li, Enlong]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 3 ] [Wu, Xiaomin]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 4 ] [Yan, Yujie]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 5 ] [He, Weixin]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 6 ] [He, Lihua]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 7 ] [Chen, Jinwei]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 8 ] [Chen, Huipeng]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 9 ] [Guo, Tailiang]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China
  • [ 10 ] [Chen, Huipeng]Fujian Sci & Technol Innovat Lab Optoelect Inform, Fuzhou 350100, Peoples R China
  • [ 11 ] [Guo, Tailiang]Fujian Sci & Technol Innovat Lab Optoelect Inform, Fuzhou 350100, Peoples R China

Reprint 's Address:

  • 陈惠鹏

    [Chen, Huipeng]Fuzhou Univ, Inst Optoelect Display, Natl & Local United Engn Lab Flat Panel Display T, Fuzhou 350002, Peoples R China;;[Chen, Huipeng]Fujian Sci & Technol Innovat Lab Optoelect Inform, Fuzhou 350100, Peoples R China

Show more details

Version:

Related Keywords:

Source :

ACS APPLIED MATERIALS & INTERFACES

ISSN: 1944-8244

Year: 2020

Issue: 13

Volume: 12

Page: 15446-15455

9 . 2 2 9

JCR@2020

8 . 5 0 0

JCR@2023

ESI Discipline: MATERIALS SCIENCE;

ESI HC Threshold:196

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 105

SCOPUS Cited Count: 102

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

Online/Total:284/10031127
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1