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Publications about 'Theoretical Neuroscience'

Books and proceedings

1. F. Bullo. Lectures on Neural Dynamics. Unpublished Manuscript, 2025. Keyword(s): Neural Networks, Theoretical Neuroscience. [bibtex-entry]

Thesis

1. 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]

Articles in journal, book chapters

1. S. Betteti, G. Baggio, F. Bullo, and S. Zampieri. Firing Rate Models as Associative Memory: Excitatory-Inhibitory Balance for Robust Retrieval. Neural Computation, 2025. Note: To appear. Keyword(s): Neural Networks, Theoretical Neuroscience. [bibtex-entry]



2. S. Betteti, G. Baggio, F. Bullo, and S. Zampieri. Stimulus-Driven Dynamics for Robust Memory Retrieval in Hopfield Networks. Science Advances, 11(17), 2025. Keyword(s): Neural Networks, Theoretical Neuroscience. [bibtex-entry]



3. S. Betteti and F. Bullo. Contraction and concentration of measures with applications to theoretical neuroscience. Automatica, April 2025. Note: Submitted. Keyword(s): Contraction Theory, Theoretical Neuroscience. [bibtex-entry]



4. V. Centorrino, F. Bullo, and G. Russo. Similarity Matching Networks: Hebbian Learning and Convergence over Multiple Time Scales. Neural Computation, June 2025. Note: Submitted. Keyword(s): Neural Networks, Theoretical Neuroscience. [bibtex-entry]



5. V. Centorrino, A. Gokhale, A. Davydov, G. Russo, and F. Bullo. Positive Competitive Networks for Sparse Reconstruction. Neural Computation, Theoretical Neuroscience, 36(6):1163–1197, 2024. Keyword(s): Contraction Theory, Neural Networks, Theoretical Neuroscience. [bibtex-entry]

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