Serafim Rodrigues

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 10

Top Topics

Modular Architecture

Recurrent Neural Networks

Top Venues

J. Nonlinear Sci.

Frontiers Comput. Neurosci.

Publications

Danillo Barros de Souza, Jonatas T. S. da Cunha, Rodrigo A. Moreira, Fernando A. N. Santos, Serafim Rodrigues
An efficient set-theoretic algorithm for high-order Forman-Ricci curvature. CoRR (2023)
Jone Uria-Albizuri, Giovanni Sirio Carmantini, Peter beim Graben, Serafim Rodrigues
Invariants for neural automata. CoRR (2023)
Xabier Iturbe, Xabier Alberdi, Ander Aramburu, Armando Astarloa, Iñigo Barandiaran, Koldo Basterretxea, Angélica Dávila, Asier Erramuzpe, Iñigo Gabilondo, Garikoitz Lerma-Usabiaga, Lisandro Monsalve, Libe Mori, Javier Navaridas, Jose A. Pascual, Joaquin Piriz, Serafim Rodrigues, Oscar Seijo, Ander Soraluze, Edgar Soria, Ignacio Torres, Nerea Uriarte, Juan Luis Valerdi
SilionBurmuin: A Horizon Europe propelled Neurocomputing Initiative in the Basque Country. SEAA (2023)
Mathieu Desroches, John Rinzel, Serafim Rodrigues
Classification of bursting patterns: A tale of two ducks. PLoS Comput. Biol. 18 (2) (2022)
Giovanni Sirio Carmantini, Fabio Schittler Neves, Marc Timme, Serafim Rodrigues
Stochastic facilitation in heteroclinic communication channels. CoRR (2021)
J. Uria Albizuri, Mathieu Desroches, Martin Krupa, Serafim Rodrigues
Inflection, Canards and Folded Singularities in Excitable Systems: Application to a 3D FitzHugh-Nagumo Model. J. Nonlinear Sci. 30 (6) (2020)
Peter beim Graben, Antonio Jimenez-Marin, Ibai Díez, Jesús M. Cortés, Mathieu Desroches, Serafim Rodrigues
Metastable Resting State Brain Dynamics. Frontiers Comput. Neurosci. 13 (2019)
Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues
A modular architecture for transparent computation in recurrent neural networks. Neural Networks 85 (2017)
Giovanni Sirio Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues
A modular architecture for transparent computation in Recurrent Neural Networks. CoRR (2016)
Mathieu Desroches, Antoni Guillamón, Enrique Ponce, Rafael Prohens, Serafim Rodrigues, Antonio E. Teruel
Canards, Folded Nodes, and Mixed-Mode Oscillations in Piecewise-Linear Slow-Fast Systems. SIAM Rev. 58 (4) (2016)
Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues
Turing Computation with Recurrent Artificial Neural Networks. CoCo@NIPS (2015)
Giovanni S. Carmantini, Peter beim Graben, Mathieu Desroches, Serafim Rodrigues
Turing Computation with Recurrent Artificial Neural Networks. CoRR (2015)
Alain Rapaport, Jan Sieber, Serafim Rodrigues, Mathieu Desroches
Extremum Seeking Via Continuation Techniques for Optimizing Biogas Production in the Chemostat. NOLCOS (2013)
Daniele Avitabile, Mathieu Desroches, Serafim Rodrigues
On the numerical Continuation of Isolas of Equilibria. Int. J. Bifurc. Chaos 22 (11) (2012)
Peter beim Graben, Serafim Rodrigues
A biophysical observation model for field potentials of networks of leaky integrate-and-fire neurons. Frontiers Comput. Neurosci. 6 (2012)
Serafim Rodrigues, David Barton, Frank Marten, Moses Kibuuka, Gonzalo Alarcón, Mark P. Richardson, John R. Terry
A method for detecting false bifurcations in dynamical systems: application to neural-field models. Biol. Cybern. 102 (2) (2010)
Claude Bédard, Serafim Rodrigues, Noah Roy, Diego Contreras, Alain Destexhe
Evidence for frequency-dependent extracellular impedance from the transfer function between extracellular and intracellular potentials - Intracellular-LFP transfer function. J. Comput. Neurosci. 29 (3) (2010)
Serafim Rodrigues, Anton V. Chizhov, Frank Marten, John R. Terry
Mappings between a macroscopic neural-mass model and a reduced conductance-based model. Biol. Cybern. 102 (5) (2010)
Serafim Rodrigues, David Barton, Robert Szalai, Oscar Benjamin, Mark P. Richardson, John R. Terry
Transitions to spike-wave oscillations and epileptic dynamics in a human cortico-thalamic mean-field model. J. Comput. Neurosci. 27 (3) (2009)