Roberto C. Budzinski

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Machine Learning

Temporal Correlation

Image Segmentation

Top Venues

SIAM J. Appl. Dyn. Syst.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Tung T. Nguyen, Roberto C. Budzinski, Jacqueline Ðoàn, Federico W. Pasini, Ján Minác, Lyle E. Muller
Equilibria in Kuramoto Oscillator Networks: An Algebraic Approach. SIAM J. Appl. Dyn. Syst. 22 (2) (2023)
Roberto C. Budzinski, Alexandra N. Busch, Samuel Mestern, Erwan Martin, Luisa H. B. Liboni, Federico W. Pasini, Ján Minác, Todd Coleman, Wataru Inoue, Lyle E. Muller
An exact mathematical description of computation with transient spatiotemporal dynamics in a complex-valued neural network. CoRR (2023)
Luisa H. B. Liboni, Roberto C. Budzinski, Alexandra N. Busch, Sindy Löwe, Thomas A. Keller, Max Welling, Lyle E. Muller
Image segmentation with traveling waves in an exactly solvable recurrent neural network. CoRR (2023)
Roberto C. Budzinski, Sergio Roberto Lopes, Cristina Masoller
Symbolic analysis of bursting dynamical regimes of Rulkov neural networks. Neurocomputing 441 (2021)
Bruno R. R. Boaretto, Roberto C. Budzinski, Kalel L. Rossi, Thiago L. Prado, Sergio Roberto Lopes, Cristina Masoller
Evaluating Temporal Correlations in Time Series Using Permutation Entropy, Ordinal Probabilities and Machine Learning. Entropy 23 (8) (2021)
Roberto C. Budzinski, Bruno R. R. Boaretto, Thiago L. Prado, Sergio Roberto Lopes
Synchronization domains in two coupled neural networks. Commun. Nonlinear Sci. Numer. Simul. 75 (2019)