40 citations · 107 across the 8 of their papers we have counts for
8 papers
Exploring the robustness of permutation entropy analysis to differentiate between closed-eyes and open-eyes resting states
Juan Gancio, Natalia López López, Antonio J. Pons +2
Electroencephalography (EEG) is a noninvasive technology that is widely used to monitor brain states, and many efforts are focused on developing reliable and efficient data analysi…
Parameter and coupling estimation in small groups of Izhikevich neurons
R. P. Aristides, A. J. Pons, H. A. Cerdeira +2
Nowadays, experimental techniques allow scientists to have access to large amounts of data. In order to obtain reliable information from the complex systems which produce these dat…
Differentiating resting brain states using ordinal symbolic analysis
C. Quintero-Quiroz, Luis Montesano, A. J. Pons +3
Symbolic methods of analysis are valuable tools for investigating complex time-dependent signals. In particular, the ordinal method defines sequences of symbols according to the or…
Extracranial estimation of neural mass model parameters using the Unscented Kalman Filter
Lara Escuain-Poole, Jordi Garcia-Ojalvo, Antonio J. Pons
Data assimilation, defined as the fusion of data with preexisting knowledge, is particularly suited to elucidating underlying phenomena from noisy/insufficient observations. Althou…
Collective excitability in a mesoscopic neuronal model of epileptic activity
Maciej Jedynak, Antonio J. Pons, Jordi Garcia-Ojalvo
The brain can be understood as a collection of interacting neuronal oscillators, but the extent to which its sustained activity is due to coupling among brain areas is still unclea…
Consistency of heterogeneous synchronization patterns in complex weighted networks
Daniel Malagarriga, Alessandro E. P. Villa, Jordi García-Ojalvo +1
We show that subsets of interacting oscillators may synchronize in different ways within a single network. This diversity of synchronization patterns is promoted by increasing the…
Quantifying sudden changes in dynamical systems using symbolic networks
Cristina Masoller, Yanhua Hong, Sarah Ayad +5
We characterise the evolution of a dynamical system by combining two well-known complex systems' tools, namely, symbolic ordinal analysis and networks. From the ordinal representat…
Integration of cellular signals in chattering environments
Pau Rué, Núria Domedel-Puig, Jordi Garcia-Ojalvo +1
Cells are constantly exposed to fluctuating environmental conditions. External signals are sensed, processed and integrated by cellular signal transduction networks, which translat…