Euclidean Contractivity of Neural Networks With Symmetric Weights-Reference-Cited by-同舟云学术

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Euclidean Contractivity of Neural Networks With Symmetric Weights

Published:2023 Issue: Volume:7 Page:1724-1729
ISSN:2475-1456
Container-title:IEEE Control Systems Letters
language:
Short-container-title:IEEE Control Syst. Lett.

Author:

Centorrino Veronica¹^ORCID,Gokhale Anand²^ORCID,Davydov Alexander²^ORCID,Russo Giovanni³^ORCID,Bullo Francesco²^ORCID

Affiliation:

1. Scuola Superiore Meridionale, University of Naples Federico II, Naples, Italy

2. Center for Control, Dynamical Systems, and Computation, University of California at Santa Barbara, Santa Barbara, CA, USA

3. Department of Information and Electric Engineering and Applied Mathematics, University of Salerno, Salerno, Italy

Funder

Air Force Office of Scientific Research (AFOSR) Project

NSF Graduate Research Fellowship

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Control and Optimization,Control and Systems Engineering

Link

https://ieeexplore.ieee.org/ielam/7782633/9828546/10130086-aam.pdf

Reference20 articles.

1. Robust implicit networks via non-Euclidean contractions;jafarpour;Proc Adv Neural Inf Process Syst,2021

2. Scalability in Nonlinear Network Systems Affected by Delays and Disturbances

3. Achieving stable dynamics in neural circuits

4. Contracting implicit recurrent neural networks: Stable models with improved trainability;revay;Proc Conf Learn Dyn Control,2020

Cited by 3 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. Positive Competitive Networks for Sparse Reconstruction;Neural Computation;2024-05-10

2. A Multiplex Approach Against Disturbance Propagation in Nonlinear Networks With Delays;IEEE Open Journal of Control Systems;2024

3. On the design of multiplex control to reject disturbances in nonlinear network systems affected by heterogeneous delays;2023 American Control Conference (ACC);2023-05-31

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