94 citations · 354 across the 26 of their papers we have counts for
15 papers · 1 filter
Small variation in dynamic functional connectivity in cerebellar networks
Izaro Fernandez-Iriondo, Antonio Jimenez-Marin, Ibai Diez +4
Brain networks can be defined and explored through their connectivity. Here, we analyzed the relationship between structural connectivity (SC) across 2,514 regions that cover the e…
Consensus clustering approach to group brain connectivity matrices
Javier Rasero, Mario Pellicoro, Leonardo Angelini +3
A novel approach rooted on the notion of consensus clustering, a strategy developed for community detection in complex networks, is proposed to cope with the heterogeneity that cha…
Lagged and instantaneous dynamical influences related to brain structural connectivity
C. Alonso-Montes, I. Diez, L. Remaki +6
Contemporary neuroimaging methods can shed light on the basis of human neural and cognitive specializations, with important implications for neuroscience and medicine. Different MR…
A novel brain partition highlights the modular skeleton shared by structure and function
Ibai Diez, Paolo Bonifazi, Iñaki Escudero +4
Elucidating the intricate relationship between brain structure and function, both in healthy and pathological conditions, is a key challenge for modern neuroscience. Recent technic…
Identification of redundant and synergetic circuits in triplets of electrophysiological data
Asier Erramuzpe, Guillermo J. Ortega, Jesus Pastor +4
Neural systems are comprised of interacting units, and relevant information regarding their function or malfunction can be inferred by analyzing the statistical dependencies betwee…
Disruption of transfer entropy and inter-hemispheric brain functional connectivity in patients with disorder of consciousness
Verónica Mäki-Marttunen, Ibai Diez, Jesus M. Cortes +2
Severe traumatic brain injury can lead to disorders of consciousness (DOC) characterized by deficit in conscious awareness and cognitive impairment including coma, vegetative state…
Short-term synaptic plasticity in the deterministic Tsodyks-Markram model leads to unpredictable network dynamics
Jesus M Cortes, Mathieu Desroches, Serafim Rodrigues +3
Short-Term Synaptic Plasticity (STSP) strongly affects the neural dynamics of cortical networks. The Tsodyks and Markram (TM) model for STSP accurately accounts for a wide range of…
The effect of neural adaptation of population coding accuracy
J. M. Cortes, D. Marinazzo, P. Series +3
Most neurons in the primary visual cortex initially respond vigorously when a preferred stimulus is presented, but adapt as stimulation continues. The functional consequences of ad…
Dynamics and robustness of familiarity memory
J. M. Cortes, A. Greve, A. B. Barrett +1
When one is presented with an item or a face, one can sometimes have a sense of recognition without being able to recall where or when one has encountered it before. This sense of…
Instability of attractors in autoassociative networks with bioinspired fast synaptic noise
J. J. Torres, J. M. Cortes, J. Marro
We studied autoassociative networks in which synapses are noisy on a time scale much shorter that the one for the neuron dynamics. In our model a presynaptic noise causes postsynap…
Chaotic hopping between attractors in neural networks
J. Marro, J. J. Torres, J. M. Cortes
We present a neurobiologically--inspired stochastic cellular automaton whose state jumps with time between the attractors corresponding to a series of stored patterns. The jumping…
Competition between synaptic depression and facilitation in attractor neural networks
J. J. Torres, J. M. Cortes, J. Marro +1
We study the effect of competition between short-term synaptic depression and facilitation on the dynamical properties of attractor neural networks, using Monte Carlo simulation an…
Algorithms for identification and categorization
J. M. Cortes, P. L. Garrido, H. J. Kappen +4
The main features of a family of efficient algorithms for recognition and classification of complex patterns are briefly reviewed. They are inspired in the observation that fast sy…
Control of neural chaos by synaptic noise
J. M. Cortes, J. Marro, J. J. Torres
We studied neural automata -or neurobiologically inspired cellular automata- which exhibits chaotic itinerancy among the different stored patterns or memories. This is a consequenc…
Effects of fast presynaptic noise in attractor neural networks
J. M. Cortes, J. J. Torres, J. Marro +2
We study both analytically and numerically the effect of presynaptic noise on the transmission of information in attractor neural networks. The noise occurs on a very short-time sc…