Publications about 'Network Systems'

Books and proceedings

1. F. Bullo. Lectures on Network Systems. Kindle Direct Publishing, 1.7 edition, April 2024. [bibtex-entry]

Thesis

1. S. Betteti. Associative Memory and Recurrent Neural Networks: A Dynamical Systems Approach. PhD thesis, Information Engineering Department, Università di Padova, Italy, February 2026. Keyword(s): Contraction Theory, Network Systems, Machine Learning, Neural Networks, Theoretical Neuroscience. [bibtex-entry]
2. A. Davydov. Contraction Theory in Control, Learning, and Optimization. PhD thesis, Mechanical Engineering Department, University of California at Santa Barbara, June 2025. Keyword(s): Contraction Theory, Network Systems, Machine Learning, Neural Networks. [bibtex-entry]
3. V. Centorrino. Contracting Dynamics for Biologically Plausible Neural Networks and Optimization. PhD thesis, Modeling and Engineering Risk and Complexity, Scuola Superiore Meridionale, December 2024. Keyword(s): Contraction Theory, Network Systems, Machine Learning, Neural Networks, Theoretical Neuroscience. [bibtex-entry]
4. S. Jaffe. Dynamical Systems and Neural Networks: From Implicit Models to Memory Retrieval. PhD thesis, Computer Science Department, University of California at Santa Barbara, September 2024. Keyword(s): Contraction Theory, Network Systems, Machine Learning. [bibtex-entry]
5. F. Seccamonte. Bilevel Optimization in Learning and Control with Applications to Network Flow Estimation. PhD thesis, Mechanical Engineering Department, University of California at Santa Barbara, September 2023. Keyword(s): Contraction Theory, Network Systems, Power Networks. [bibtex-entry]
6. K. D. Smith. Control and Estimation in Network Systems. PhD thesis, Electrical and Computer Engineering Department, University of California at Santa Barbara, December 2022. Keyword(s): Contraction Theory, Network Systems, Power Networks. [bibtex-entry]
7. P. Cisneros-Velarde. Network systems: Social networks, Epidemics, Optimization and Contraction Theory. PhD thesis, Mechanical Engineering Department, University of California at Santa Barbara, July 2021. Keyword(s): Social Networks, Contraction Theory, Network Systems. [bibtex-entry]

Articles in journal or book chapters

1. S. Jafarpour, P. Cisneros-Velarde, and F. Bullo. Weak and Semi-Contraction for Network Systems and Diffusively-Coupled Oscillators. IEEE Transactions on Automatic Control, 67(3):1285-1300, 2022. Keyword(s): Contraction Theory. [bibtex-entry]
2. R. Ofir, F. Bullo, and M. Margaliot. Minimum Effort Decentralized Control Design for Contracting Network Systems. IEEE Control Systems Letters, 6:2731-2736, 2022. Keyword(s): Contraction Theory. [bibtex-entry]
3. Z. Chen, F. Pasqualetti, J. He, P. Cheng, H. L. Trentelman, and F. Bullo. Guest Editorial: Special Issue on Security and Privacy of Distributed Algorithms and Network Systems. IEEE Transactions on Automatic Control, 65(9):3725-3727, 2020. [bibtex-entry]
4. F. Bullo and N. E. Friedkin. Perspectives on Network Systems and Mathematical Sociology. In T. Basar, editor, Uncertainty in Complex Networked Systems: In Honor of Roberto Tempo, pages 399--417. Springer, 2018. [bibtex-entry]
5. F. Pasqualetti, S. Zampieri, and F. Bullo. Controllability Metrics, Limitations and Algorithms for Complex Networks. IEEE Transactions on Control of Network Systems, 1(1):40-52, 2014. Keyword(s): Network Systems. [bibtex-entry]

Miscellaneous

1. S. Jafarpour, P. Cisneros-Velarde, and F. Bullo. Weak and Semi-Contraction Theory with Application to Network Systems, 2020. Note: ArXiv e-print. Keyword(s): Contraction Theory. [bibtex-entry]