Linear systems with neural network nonlinearities: Improved stability analysis via acausal Zames-Falb multipliers
Author:
Affiliation:
1. University of Stuttgart,Institute for Systems Theory and Automatic Control,Stuttgart,Germany,70569
Funder
Deutsche Forschungsgemeinschaft
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9682670/9682776/09683341.pdf?arnumber=9683341
Reference28 articles.
1. System analysis via integral quadratic constraints
2. Robust stability and performance analysis based on integral quadratic constraints
3. Stability analysis of discrete-time Lur’e systems
4. LMI-Based Stability Criteria for Discrete-Time Lur'e Systems With Monotonic, Sector- and Slope-Restricted Nonlinearities
5. Stability Conditions for Systems with Monotone and Slope-Restricted Nonlinearities
Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Deep-Neural-Network-Controlled Safety-Critical Systems With Uncertainty Resilience;IEEE Internet of Things Journal;2024-07-01
2. Strengthened Circle and Popov Criteria and the Analysis of ReLU Neural Networks;2024 UKACC 14th International Conference on Control (CONTROL);2024-04-10
3. Combining Robust Control and Machine Learning for Uncertain Nonlinear Systems Subject to Persistent Disturbances;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13
4. Generalized Lyapunov Functions for Discrete-Time Lurie Systems With Slope-Restricted Nonlinearities;IEEE Transactions on Automatic Control;2023-10
5. Strengthened Circle and Popov Criteria for the Stability Analysis of Feedback Systems With ReLU Neural Networks;IEEE Control Systems Letters;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3