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5 papers · 2 filters
Transfer Entropy reconstruction and labeling of neuronal connections from simulated calcium imaging
Javier G. Orlandi, Olav Stetter, Jordi Soriano +2
Neuronal dynamics are fundamentally constrained by the underlying structural network architecture, yet much of the details of this synaptic connectivity are still unknown even in n…
Multiscale Topological Properties Of Functional Brain Networks During Motor Imagery After Stroke
Fabrizio De Vico Fallani, Floriana Pichiorri, Giovanni Morone +4
In recent years, network analyses have been used to evaluate brain reorganization following stroke. However, many studies have often focused on single topological scales, leading t…
Searching for collective behavior in a network of real neurons
Gašper Tkačik, Olivier Marre, Dario Amodei +3
Maximum entropy models are the least structured probability distributions that exactly reproduce a chosen set of statistics measured in an interacting network. Here we use this pri…
Learning and comparing functional connectomes across subjects
Gaël Varoquaux, R. C. Craddock
Functional connectomes capture brain interactions via synchronized fluctuations in the functional magnetic resonance imaging signal. If measured during rest, they map the intrinsic…
Macroscopic equations governing noisy spiking neuronal populations
Mathieu Galtier, Jonathan Touboul
At functional scales, cortical behavior results from the complex interplay of a large number of excitable cells operating in noisy environments. Such systems resist to mathematical…