Stabilization of Discrete-Time Stochastic Delayed Neural Networks by Intermittent Control

间歇控制 人工神经网络 离散时间和连续时间 控制理论(社会学) 计算机科学 控制(管理) 随机神经网络
作者
Pengfei Wang,Qianjing He,Huan Su
出处
期刊:IEEE transactions on cybernetics [Institute of Electrical and Electronics Engineers]
卷期号:53 (3): 2017-2027 被引量:9
标识
DOI:10.1109/tcyb.2021.3108574
摘要

This article investigates the stabilization of discrete-time stochastic neural networks with time-varying delay via aperiodically intermittent control (AIC). A comprehensive analysis of the stabilization of discrete-time delayed systems via AIC is provided, where the Lyapunov function method and the Lyapunov-Krasovskii functional method are investigated, respectively. Then, three stabilization criteria are given, which extend previous works from the continuous-time framework to the discrete-time one, and the average activation time ratio (AATR) of AIC is estimated. It is highlighted that for the Lyapunov-Krasovskii functional method, a more flexible estimation for the AATR can be obtained. Finally, the differences and the advantages of the three stabilization criteria are illustrated by numerical simulations.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
tommyliu完成签到,获得积分10
1秒前
研友_nEoEy8完成签到,获得积分10
1秒前
慕青应助huang采纳,获得10
1秒前
甜美芹菜完成签到,获得积分10
1秒前
LiLi完成签到,获得积分10
2秒前
孤独的电话完成签到,获得积分10
2秒前
2秒前
2秒前
ding应助嘎嘎嘎嘎采纳,获得10
2秒前
wanci应助嘎嘎嘎嘎采纳,获得10
2秒前
充电宝应助嘎嘎嘎嘎采纳,获得10
2秒前
华仔应助嘎嘎嘎嘎采纳,获得10
3秒前
3秒前
Ava应助嘎嘎嘎嘎采纳,获得10
3秒前
Lucas应助嘎嘎嘎嘎采纳,获得10
3秒前
传奇3应助嘎嘎嘎嘎采纳,获得10
3秒前
orixero应助嘎嘎嘎嘎采纳,获得10
3秒前
在水一方应助嘎嘎嘎嘎采纳,获得10
3秒前
Flanker应助MAVS采纳,获得10
3秒前
怦怦发布了新的文献求助30
4秒前
kx完成签到,获得积分10
4秒前
5秒前
香蕉觅云应助嘟嘟图图采纳,获得10
5秒前
慕青应助ACE采纳,获得200
5秒前
bkagyin应助德鲁大叔采纳,获得10
5秒前
大模型应助hcw采纳,获得10
6秒前
如意巧凡发布了新的文献求助10
6秒前
科研通AI2S应助苗条爬梯人采纳,获得10
6秒前
传奇3应助=.=采纳,获得10
6秒前
7秒前
step_stone应助空洛采纳,获得50
7秒前
7秒前
8秒前
8秒前
9秒前
JamesPei应助Osiris采纳,获得10
9秒前
seine发布了新的文献求助10
9秒前
hhh发布了新的文献求助10
9秒前
彬墩墩完成签到,获得积分10
9秒前
无花果应助DVD采纳,获得10
10秒前
高分求助中
Licensing Deals in Pharmaceuticals 2019-2024 3000
Cognitive Paradigms in Knowledge Organisation 2000
Effect of reactor temperature on FCC yield 2000
Near Infrared Spectra of Origin-defined and Real-world Textiles (NIR-SORT): A spectroscopic and materials characterization dataset for known provenance and post-consumer fabrics 610
Promoting women's entrepreneurship in developing countries: the case of the world's largest women-owned community-based enterprise 500
Shining Light on the Dark Side of Personality 400
Introduction to Spectroscopic Ellipsometry of Thin Film Materials Instrumentation, Data Analysis, and Applications 400
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3308038
求助须知:如何正确求助?哪些是违规求助? 2941584
关于积分的说明 8504244
捐赠科研通 2616093
什么是DOI,文献DOI怎么找? 1429449
科研通“疑难数据库(出版商)”最低求助积分说明 663767
邀请新用户注册赠送积分活动 648712