[PDF] Top 20 Inference of functional connectivity in Neurosciences via Hawkes processes
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Inference of functional connectivity in Neurosciences via Hawkes processes
... time, in particular for parametric models, using likelihood [6] and it has been used in Neurosciences in ...However, in Neurosciences, it is not possible to design a parametric ... Voir le document complet
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Inference of functional connectivity in Neurosciences via Hawkes processes
... time, in particular for parametric models, using likelihood [6] and it has been used in Neurosciences in ...However, in Neurosciences, it is not possible to design a parametric ... Voir le document complet
5
Reconstructing the functional connectivity of multiple spike trains using Hawkes models
... counting processes, parameter estimation is generally performed using methods based on max- imum likelihood since, under some regularity conditions, maximum likelihood estimators produce the smallest asymptotic ... Voir le document complet
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Reconstructing the functional connectivity of multiple spike trains sing Hawkes models
... counting processes, parameter estimation is generally performed using maximum likelihood method since, under some regularity conditions, maximum likelihood estimators produce the small- est asymptotic variance ... Voir le document complet
25
Statistical Inference for Oscillation Processes
... distributions. In Section ...estimation of the function f and other parameters. For a recent overview of sequential Monte Carlo methods see Douc et ...estimation in the case where f (x) = ... Voir le document complet
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Modulation of functional connectivity following visual adaptation: homeostasis in V1
... Neurons in area 17 are remarkably selective for orientation (Hubel and Wiesel, ...sharpness of orientation selectivity can be gauged by measuring the bandwidth at half height of the orientation ... Voir le document complet
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Adaptive estimation for Hawkes processes; application to genome analysis
... works in the most general Hawkes process framework and produces smooth ...point of view, AIC criterion is proved to select the right set of knots if first, there exists a true set of ... Voir le document complet
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Fluctuations for mean-field interacting age-dependent Hawkes processes
... In order to state our CLT on the whole time interval, the second approach is ...weights of the Sobolev spaces are chosen to be polynomial (see Section ...well-documented in the literature. In ... Voir le document complet
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Dynamic Reconfiguration of Visuomotor-Related Functional Connectivity Networks
... k, P source n 共t兲 ⫽ 具X source n 共t, k兲X source n 共t, k兲* k 典 , where angle brackets refer to the average across tapers and * to the complex conjugate. Single-trial power estimates aligned on movement and stimulus onset ... Voir le document complet
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Towards a mathematical definition of functional connectivity
... made in vivo to understand the magnitude of this scarcity. Most in vivo experiences in electrophysiology are at the extracellular ...implanted in the extracellular medium are recording ... Voir le document complet
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A framework for information dissemination in social networks using Hawkes processes
... likelihood of other users broadcasting their own messages by, for example, taking some of the beforementioned ...kinds of message categories: the first kind assumes that messages are of K ... Voir le document complet
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Mean field limits for interacting Hawkes processes in a diffusive regime
... nonlinear Hawkes processes, Mean eld interaction, Piecewise deterministic Markov ...Introduction Hawkes processes were originally introduced by ( Hawkes , 1971 ) to model the ... Voir le document complet
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Topological Inference via Meshing
... but in reality it does so sooner, around ln α = ...dling of the bounding ...quality of approximation provided by our method can be significantly better in practice than expected from the ... Voir le document complet
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DECLINE OF FUNCTIONAL INTERHEMISPHERIC CONNECTIVITY IN AGING: ASSOCIATION WITH PICALM GENOTYPE
... P1-139 PATHWAY-SPECIFIC GENETIC RISK SCORE ASSOCIATED WITH ALZHEIMER’S DISEASE AND WHITE MATTER LESIONS IN COGNITIVELY NORMAL SUBJECTS Shahzad Ahmad 1 , Christian Bannister 2 , Sven J. van der Lee 1 , Dina ... Voir le document complet
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Practical aspects of gene regulatory inference via conditional inference forests from expression data
... 10 of 23 The OOB samples were derived based on sampling with replacement (bootstrapping) equivalent to the replace=T in the ...computed via the function importance(…)[,”%IncMSE”]. The conditional ... Voir le document complet
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Interictal stereotactic-EEG functional connectivity in refractory focal epilepsies
... advantageous in the present study because this method allows sampling of distant brain areas including mesial structures better than ECoG, thus allowing relatively long-range connections ...areas of ... Voir le document complet
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White matter predicts functional connectivity in premanifest Huntington's disease
... timing of clini- cal onset can be predicted with relative certainty, it provides a unique opportunity to study the earliest struc- tural changes in the brain occurring years before clinical ...but in ... Voir le document complet
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Maximum Likelihood Estimation for Hawkes Processes with self-excitation or inhibition
... efficiency of our procedure, with a substantial improvement compared to approximated approaches when the intensity function is frequently ...point of view, future work will consist in adapting ... Voir le document complet
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Homotopic redistribution of functional connectivity in insula-centered diffuse low-grade glioma
... (functional connectivity toolbox, release ...removal of initial scans’ in order to remove the first five volumes of the rsfMRI session for each participant; this allows to reach a ... Voir le document complet
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Disrupted Pallido-Thalamo-Cortical Functional Connectivity in Chronic Disorders of Consciousness
... disorders of consciousness (DOC) encompass unresponsive wakefulness syndrome and a minimally conscious ...impairments of functional cortical networks have been reported, as well as the implication ... Voir le document complet
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