Papers
Causal information approach to partial conditioning in multivariate data
sets
Computational and Mathematical Methods in Medicine, accepted (2012)
Multi-scale causal connectivity analysis by canonical correlation: theory and application to epileptic brain
IEEE Transaction on Biomedical Engineering, 58, 3088 (2011)
[1185 KB pdf]
Neural adaptation while preserving coding accuracy
Journal of Computational Neuroscience, in press
[883 KB pdf]
Nonlinear connectivity by Granger causality
NeuroImage, 58, 330 (2011)
[660 KB pdf]
Small-world Directed Networks in the Human Brain: Multivariate Granger Causality Analysis of Resting State fMRI
NeuroImage, 54, 2683 (2011)
[2450 KB pdf]
Grouping time series by pairwise measures of redundancy
Physics Letters A, 374, 4040 (2010)
[84 KB pdf]
Redundant variables and Granger causality
Physical Review E, 81, 037201 (2010)
[84 KB pdf]
Kernel Granger Causality Mapping Effective Connectivity on fMRI Data
IEEE Transactions on Medical Imaging, 28, 1825 (2009)
[645 KB pdf]
Kernel Granger causality and the analysis of dynamical networks
Physical Review E, 77, 056215 (2008)
[208 KB pdf]
Kernel method for nonlinear Granger causality
Phys. Rev. Lett. Vol. 100 pag. 144103 (2008)
[236 KB pdf]
Semi-supervised learning by search of optimal target vector
Pattern Recognition Letters Vol. 29 (1) pag. 34 (2008)
[180 KB pdf]
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses
Neural Computation 19, pag. 1739
[1964 KB pdf]
Effects of Levetiracetam vs Topiramate and placebo on visually evoked phase synchronization changes of alpha rhythm in migraine patients
Clinical Neurophysiology Vol. 118, pag. 2297 (2007)
[456 KB pdf]
Phase diagram of a generalized Winfree model
Phys. Rev. E Vol. 75 pag. 051104 (2007)
[151 KB pdf]
Multiscale analysis of short term heart beat interval, arterial blood pressure, and instantaneous lung volume time series
Artificial Intelligence in Medicine Vol. 41 (3) pag. 237 (2007)
[885 KB pdf]
Natural clustering: the modularity approach
JSTAT Vol. 8 pag. L08001 (2007)
[191 KB pdf]
Identification of network modules by optimization of ratio association
Chaos Vol. 17 pag. 023114 (2007)
[191 KB pdf]
Nonlinear parametric model for Granger causality of time series
Phys. Rev. E Vol. 73 pag. 066216 (2006)
[103 KB pdf]
Kernel method for clustering based on optimal target vector
Physics Letters A Vol. 357(6) pag. 413
[116 KB pdf]
The measure of randomness by leave-one-out prediction error in the analysis of EEG after laser painful stimulation in healthy subjects and migraine patients
Clinical Neurophysiology Vol. 116 (12) pag. 2775
[378 KB pdf]
Measuring randomness by leave-one-out prediction error. Analysis of EEG after painful stimulation
Physica A Vol. 365 pag. 491
[241 KB pdf]
Leave-one-out prediction error of systolic arterial pressure time series under paced breathing
Physiol. Meas. Vol. 26 pag. 363 (2005)
[143 KB pdf]
Visually evoked phase synchronization changes of alpha rhythm in migraine. Correlations with clinical features
International Journal of Psychophysiology Vol. 57 pag. 203 (2005)
[261 KB pdf]
A Radial Basis Function approach to nonlinear Granger causality of time series
Phys. Rev. E Vol. 70 pag. 056221 (2004)
[121 KB pdf]
Phase shifts of synchronized oscillators and the systolic-diastolic blood pressure relation
Phys. Rev. E Vol. 69 pag. 061923 (2004)
[158 KB pdf]
Steady-state visual evoked potentials and phase synchronization in migraine patients
Phys.Rev.Lett. Vol. 93, pag. 038103 (2004)
[133 KB pdf]
Contributions to Conferences
Estimation of access resistance for whole-cell patch recordings in vivo : Comparison of methods and implications for conductance measurement and dynamic clamp protocols
SFN 2009
The precise timing of a BK-like hyperpolarizing current modulates the neuronal transfer function to current and visual stimuli in vivo - An experimental/theoretical study
SFN 2009
Causal connectivity analysis of tracking faces in presence of repeated distracters during working memory tasks
SFN 2009
Kernel Granger Causality Mapping Effective Connectivity: A Resting fMRI Study
ICCN 2009
Rapid visual adaptation increases population coding accuracy
Cosyne 2008 Abstract
Multiple time scales phenomena in synaptic depression
Society for Neuroscience Meeting 2007 Abstract
[2996 KB pdf]
Searching for modules of networks in the auto-encoder frame
AIP Conf. Proc. -- December 6, 2007 -- Volume 965, pp. 332-335
Complexity, Metastability, and Nonextensivity: An International Conference
Multiscale analisys of short term cardiorespiratory series
Proceedings of ECCOMAS VIPIMAGE Conference (2007), pag. 35
Causality and communities in neural networks
ESANN 2007 Proceedings, pag. 459
Causal interactions and delays in a neuronal ensemble
Cooperative Behavior in Neural Systems, 9th Granada Lectures, American Institute of Physics AIP Vol 887, pag.235
[56 KB pdf]