Multiscale network traffic analysis, modeling, and inference using wavelets, multifractals , and cascades, IEEE Signal Processing Magazine, vol.3, pp.28-46, 2002. ,
Wavelets, spectrum estimation and 1/f processes, Wavelets, spectrum estimation and 1/f processes, Wavelets and Statistics, Lecture Notes in Statis- tics, 1995. ,
DOI : 10.1007/978-1-4612-2544-7_2
Irregularities and scaling in signal and image processing: multifractal analysis, Benoit Mandelbrot: A Life in Many Dimensions, To Appear, 2012. ,
DOI : 10.1142/9789814366076_0003
URL : https://hal.archives-ouvertes.fr/hal-00798427
Long-range Dependence: Revisiting Aggregation with Wavelets, Journal of Time Series Analysis, vol.19, issue.3, pp.253-266, 1998. ,
DOI : 10.1111/1467-9892.00090
A Resilient, Low-Frequency, Small-World Human Brain Functional Network with Highly Connected Association Cortical Hubs, Journal of Neuroscience, vol.26, issue.1, pp.63-72, 2006. ,
DOI : 10.1523/JNEUROSCI.3874-05.2006
Wavelet Based Multifractal Formalism: Applications to DNA Sequences, Satellite Images of the Cloud Structure, and Stock Market Data ,
DOI : 10.1007/978-3-642-56257-0_2
Multifractal products of cylindrical pulses, Probability Theory and Related Fields, pp.409-430, 2002. ,
Probabilistic Independent Component Analysis for Functional Magnetic Resonance Imaging, IEEE Transactions on Medical Imaging, vol.23, issue.2, pp.137-152, 2004. ,
DOI : 10.1109/TMI.2003.822821
Functional connectivity in the motor cortex of resting human brain using echo-planar mri, Magnetic Resonance in Medicine, vol.13, issue.4, 1995. ,
DOI : 10.1002/mrm.1910340409
BOLD correlates of EEG topography reveal rapid resting-state network dynamics, NeuroImage, vol.52, issue.4, pp.1162-70, 2010. ,
DOI : 10.1016/j.neuroimage.2010.02.052
Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domains, Human Brain Mapping, vol.5, issue.2, pp.61-78, 2001. ,
DOI : 10.1002/1097-0193(200102)12:2<61::AID-HBM1004>3.0.CO;2-W
URL : https://hal.archives-ouvertes.fr/hal-01121622
Complex brain networks: graph theoretical analysis of structural and functional systems., Nature reviews, Neuroscience, vol.10, pp.186-98, 2009. ,
Are the electroencephalograms mainly rhythmic? Assessment of periodicity in wide-band time series, Neuroscience, vol.121, issue.1, pp.233-252, 2003. ,
DOI : 10.1016/S0306-4522(03)00208-2
Modeling the hemodynamic response to brain activation, NeuroImage, vol.23, pp.220-233, 2004. ,
DOI : 10.1016/j.neuroimage.2004.07.013
Dynamics of blood flow and oxygenation changes during brain activation: The balloon model, Magnetic Resonance in Medicine, vol.77, issue.6, pp.855-864, 1998. ,
DOI : 10.1002/mrm.1910390602
Rhythms of the brain, 2006. ,
DOI : 10.1093/acprof:oso/9780195301069.001.0001
A method for making group inferences from functional MRI data using independent component analysis, Human Brain Mapping, vol.2, issue.3, pp.140-151, 2001. ,
DOI : 10.1002/hbm.1048
Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI, 14th- Proceedings MICCAI'11, pp.260-268, 2011. ,
DOI : 10.1109/TMI.2006.880682
URL : https://hal.archives-ouvertes.fr/inserm-00635384
A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging???, Medical Image Analysis, vol.15, issue.2, pp.185-201, 2011. ,
DOI : 10.1016/j.media.2010.08.001
URL : https://hal.archives-ouvertes.fr/hal-00692260
On Non-Scale-Invariant Infinitely Divisible Cascades, IEEE Transactions on Information Theory, vol.51, issue.3, 2005. ,
DOI : 10.1109/TIT.2004.842570
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.383.2767
Critical brain networks, Critical brain networks, pp.756-765, 2004. ,
DOI : 10.1016/j.physa.2004.05.064
Emergent complex neural dynamics, Nature Physics, vol.21, issue.10, pp.744-750, 2010. ,
DOI : 10.1073/pnas.0701519104
URL : http://arxiv.org/abs/1010.2530
Log Wavelet Leaders Cumulant Based Multifractal Analysis of EVI fMRI Time Series: Evidence of Scaling in Ongoing and Evoked Brain Activity, IEEE Journal of Selected Topics in Signal Processing, vol.2, issue.6, pp.929-943, 2008. ,
DOI : 10.1109/JSTSP.2008.2006663
Modelling the neurovascular habituation effect on fMRI time series, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.433-436 ,
DOI : 10.1109/ICASSP.2009.4959613
Advances and pitfalls in the analysis and interpretation of resting-state FMRI data, Frontiers in systems neuroscience, 2010. ,
DOI : 10.3389/fnsys.2010.00008
Frequencies contributing to functional connectivity in the cerebral cortex in " resting-state " data., AJNR Am, J. Neuroradiol, pp.22-1326, 2001. ,
Optimal experimental design for event-related fMRI, Human Brain Mapping, vol.6, issue.2-3, pp.109-114, 1999. ,
DOI : 10.1002/(SICI)1097-0193(1999)8:2/3<109::AID-HBM7>3.0.CO;2-W
Consistent resting-state networks across healthy subjects, Proceedings of the National Academy of Sciences, vol.103, issue.37, pp.13848-13853, 2006. ,
DOI : 10.1073/pnas.0601417103
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1564249
Independent component analysis for brain fMRI does not select for independence, Proceedings of the National Academy of Sciences, vol.106, issue.26, pp.10415-10422, 2009. ,
DOI : 10.1073/pnas.0903525106
Functional segregation of cortical language areas by sentence repetition, Human Brain Mapping, vol.256, issue.5, pp.360-371, 2006. ,
DOI : 10.1002/hbm.20250
URL : https://hal.archives-ouvertes.fr/hal-00349690
Scale-Free Brain Functional Networks, Physical Review Letters, vol.94, issue.1, pp.1-4, 2005. ,
DOI : 10.1103/PhysRevLett.94.018102
Fractal characterization of complexity in temporal physiological signals, Physiological Measurement, vol.23, issue.1, pp.1-38, 2002. ,
DOI : 10.1088/0967-3334/23/1/201
Wavelet-Generalized Least Squares: A New BLU Estimator of Linear Regression Models with 1/f Errors, NeuroImage, vol.15, issue.1, pp.217-232, 2002. ,
DOI : 10.1006/nimg.2001.0955
Intrinsic fluctuations within cortical systems account for intertrial variability in human evoked brain responses, Proceedings of the National Academy of Sciences of the United States of America, vol.56, pp.171-84, 2007. ,
Statistical parametric maps in functional imaging: A general linear approach, Human Brain Mapping, vol.26, issue.4, pp.189-210, 1995. ,
DOI : 10.1002/hbm.460020402
Deconvolution of Impulse Response in Event-Related BOLD fMRI1, NeuroImage, vol.9, issue.4, pp.416-429, 1999. ,
DOI : 10.1006/nimg.1998.0419
Functional connectivity in the resting brain: A network analysis of the default mode hypothesis, Proceedings of the National Academy of Sciences, vol.100, issue.1, pp.253-258, 2003. ,
DOI : 10.1073/pnas.0135058100
Scale-Free Properties of the Functional Magnetic Resonance Imaging Signal during Rest and Task, Journal of Neuroscience, vol.31, issue.39, pp.13786-13795, 2011. ,
DOI : 10.1523/JNEUROSCI.2111-11.2011
The Temporal Structures and Functional Significance of Scale-free Brain Activity, Neuron, vol.66, issue.3, pp.353-369, 2010. ,
DOI : 10.1016/j.neuron.2010.04.020
The Smooth-Lasso and other ???1+???2-penalized methods, Electronic Journal of Statistics, vol.5, issue.0, pp.1184-1226, 2011. ,
DOI : 10.1214/11-EJS638
URL : https://hal.archives-ouvertes.fr/hal-00462882
Fractal 1/?? dynamics suggest entanglement of measurement and human performance., Journal of Experimental Psychology: Human Perception and Performance, vol.37, issue.3, pp.935-983, 2011. ,
DOI : 10.1037/a0020991
Independent component analysis of nondeterministic fMRI signal sources, NeuroImage, vol.19, issue.2, pp.253-260, 2003. ,
DOI : 10.1016/S1053-8119(03)00097-1
Beyerle, a. Salek-Haddadi, a. Kleinschmidt, Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest, Proceedings of the National Academy of Sciences of the United States of America, pp.11053-11061, 2003. ,
Very Slow Activity Fluctuations in Monkey Visual Cortex: Implications for Functional Brain Imaging, Cerebral Cortex, vol.13, issue.4, pp.422-455, 2003. ,
DOI : 10.1093/cercor/13.4.422
Long-range temporal correlations and scaling behavior in human brain oscillations, The Journal of neuroscience : the official journal of the Society for Neuroscience, vol.21, pp.1370-1377, 2001. ,
An investigation of the impulse functions for the nonlinear BOLD response in functional MRI, Magnetic Resonance Imaging, vol.18, issue.8, pp.11053-11058, 2000. ,
DOI : 10.1016/S0730-725X(00)00214-9
Joint detection-estimation of brain activity in functional MRI: a Multichannel Deconvolution solution, IEEE Transactions on Signal Processing, vol.53, issue.9, pp.3488-3502, 2005. ,
DOI : 10.1109/TSP.2005.853303
A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI, NeuroImage, vol.41, issue.3, pp.941-969, 2008. ,
DOI : 10.1016/j.neuroimage.2008.02.017
URL : https://hal.archives-ouvertes.fr/cea-00333624
A Wavelet Tour of Signal Processing: The Sparse Way, 2009. ,
Fractional Brownian Motions, Fractional Noises and Applications, SIAM Review, vol.10, issue.4, pp.422-437, 1968. ,
DOI : 10.1137/1010093
Electrophysiological signatures of resting state networks in the human brain, Proceedings of the National Academy of Sciences of the United States of America, pp.13170-13175, 2007. ,
DOI : 10.1073/pnas.0700668104
Fractional Gaussian noise, functional MRI and Alzheimer's disease, NeuroImage, vol.25, issue.1, pp.141-158, 2005. ,
DOI : 10.1016/j.neuroimage.2004.10.044
URL : https://hal.archives-ouvertes.fr/hal-00260264/file/NIMG2005.pdf
Analysis of fMRI data by blind separation into independent spatial components, Human Brain Mapping, vol.18, issue.3, pp.160-188, 1998. ,
DOI : 10.1002/(SICI)1097-0193(1998)6:3<160::AID-HBM5>3.0.CO;2-1
Spontaneous brain activity and EEG microstates. A novel EEG/fMRI analysis approach to explore resting-state networks, NeuroImage, vol.52, issue.4, pp.1149-61, 2010. ,
DOI : 10.1016/j.neuroimage.2010.01.093
High temporal resolution functional MRI using parallel echo volumar imaging, Journal of Magnetic Resonance Imaging, vol.53, issue.4, pp.744-753, 2008. ,
DOI : 10.1002/jmri.21329
URL : https://hal.archives-ouvertes.fr/hal-00349689
Event-related functional MRI: Past, present, and future, Proceedings of the National Academy of Sciences of the United States of America, pp.95-773, 1998. ,
DOI : 10.1073/pnas.95.3.773
URL : https://www.ncbi.nlm.nih.gov/pmc/articles/PMC33797/pdf
Distributed and Antagonistic Contributions of Ongoing Activity Fluctuations to Auditory Stimulus Detection, Journal of Neuroscience, vol.29, issue.42, pp.13410-13417, 2009. ,
DOI : 10.1523/JNEUROSCI.2592-09.2009
Stable non-Gaussian random processes, 1994. ,
Simultaneous and Independent Acquisition of Multisensory and Unisensory Associations, Perception, vol.48, issue.10, pp.1445-1453, 2007. ,
DOI : 10.1068/p5843
Wavelet-based multifractal analysis of fMRI time series, NeuroImage, vol.22, issue.3, pp.1195-1202, 2004. ,
DOI : 10.1016/j.neuroimage.2004.03.007
Correspondence of the brain's functional architecture during activation and rest, Proceedings of the National Academy of Sciences, vol.106, issue.31, p.13040, 2009. ,
DOI : 10.1073/pnas.0905267106
Temporally-independent functional modes of spontaneous brain activity, Proceedings of the National Academy of Sciences of the United States of America, pp.3131-3137, 2012. ,
DOI : 10.1073/pnas.1121329109
Scale-free dynamics of global functional connectivity in the human brain, Human Brain Mapping, vol.2, issue.2, pp.97-109, 2004. ,
DOI : 10.1002/hbm.20016
Scaling laws and persistence in human brain activity, Physica A: Statistical Mechanics and its Applications, vol.326, issue.3-4, pp.511-521, 2003. ,
DOI : 10.1016/S0378-4371(03)00279-6
EEG microstate sequences in healthy humans at rest reveal scale-free dynamics, Proceedings of the National Academy of Sciences of the United States of America, pp.18179-84, 2010. ,
DOI : 10.1073/pnas.1007841107
Multisubject dictionary learning to segment an atlas of brain spontaneous activity , in: Information Processing in Medical Imaging, pp.562-573 ,
ICA-based sparse features recovery from fMRI datasets, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, pp.1177-1180 ,
DOI : 10.1109/ISBI.2010.5490204
A group model for stable multi-subject ICA on fMRI datasets, NeuroImage, vol.51, issue.1, pp.288-299, 2010. ,
DOI : 10.1016/j.neuroimage.2010.02.010
URL : https://hal.archives-ouvertes.fr/hal-00489507
A statistical test for the time constancy of scaling exponents, IEEE Transactions on Signal Processing, vol.49, issue.10, pp.2325-2334, 2001. ,
DOI : 10.1109/78.950788
Spatially Adaptive Mixture Modeling for Analysis of fMRI Time Series, IEEE Transactions on Medical Imaging, vol.29, issue.4, pp.1059-1074, 2010. ,
DOI : 10.1109/TMI.2010.2042064
URL : https://hal.archives-ouvertes.fr/cea-00470594
Bootstrap for Empirical Multifractal Analysis, IEEE Signal Processing Magazine, vol.24, issue.4, pp.38-48, 2007. ,
DOI : 10.1109/MSP.2007.4286563
Monofractal and multifractal dynamics of low frequency endogenous brain oscillations in functional MRI, Human Brain Mapping, vol.5, issue.7, pp.791-801, 2008. ,
DOI : 10.1002/hbm.20593
Spatiotemporal dynamics of the brain at rest ??? Exploring EEG microstates as electrophysiological signatures of BOLD resting state networks, NeuroImage, vol.60, issue.4, 2012. ,
DOI : 10.1016/j.neuroimage.2012.02.031
Empirical Analyses of BOLD fMRI Statistics, NeuroImage, vol.5, issue.3, pp.179-197, 1997. ,
DOI : 10.1006/nimg.1997.0263
Structural and functional clusters of complex brain networks, Physica D: Nonlinear Phenomena, vol.224, issue.1-2, pp.202-212, 2006. ,
DOI : 10.1016/j.physd.2006.09.008
Modulation of scalefree properties of brain activity in MEG, Proc. of the 9th IEEE International Symposium on Biomedical Imaging, pp.1531-1534 ,
URL : https://hal.archives-ouvertes.fr/cea-00699905