19 citations · 81 across the 8 of their papers we have counts for
8 papers
Optimal stimulation sites are not the most affected: personalised models of resting-state fMRI in Alzheimer's disease
Cristiano Capone, Enza Cece, Andrea Ciardiello +3
Resting-state functional connectivity (FC) is altered in Alzheimer's disease (AD), widely regarded as a distributed network process; whether its signature reduces to a few focal si…
Comparing apples to apples -- Using a modular and adaptable analysis pipeline to compare slow cerebral rhythms across heterogeneous datasets
Robin Gutzen, Giulia De Bonis, Chiara De Luca +11
Neuroscience is moving towards a more integrative discipline, where understanding brain function requires consolidating the accumulated evidence seen across experiments, species, a…
Self-consistent stochastic dynamics for finite-size networks of spiking neurons
Gianni V. Vinci, Roberto Benzi, Maurizio Mattia
Despite the huge number of neurons composing a brain network, ongoing activity of local cell assemblies composing cortical columns is intrinsically stochastic. Fluctuations in thei…
A `Rosetta stone' for the population dynamics of spiking neuron networks
Gianni V. Vinci, Maurizio Mattia
Populations of spiking neuron models have densities of their microscopic variables (e.g., single-cell membrane potentials) whose evolution fully capture the collective dynamics of…
Slow Waves Analysis Pipeline for extracting the Features of the Bi-Modality from the Cerebral Cortex of Anesthetized Mice
Giulia De Bonis, Miguel Dasilva, Antonio Pazienti +3
Cortical slow oscillations are an emergent property of the cortical network, a hallmark of low complexity brain states like sleep, and represent a default activity pattern. Here, w…
Scaling of a large-scale simulation of synchronous slow-wave and asynchronous awake-like activity of a cortical model with long-range interconnections
Elena Pastorelli, Cristiano Capone, Francesco Simula +4
Cortical synapse organization supports a range of dynamic states on multiple spatial and temporal scales, from synchronous slow wave activity (SWA), characteristic of deep sleep or…
Equivalence between synaptic current dynamics and heterogeneous propagation delays in spiking neuron networks
Matteo Biggio, Marco Storace, Maurizio Mattia
Message passing between components of a distributed physical system is non-instantaneous and contributes to determine the time scales of the emerging collective dynamics like an ef…
Low-dimensional firing rate dynamics of spiking neuron networks
Maurizio Mattia
Starting from a spectral expansion of the Fokker-Plank equation for the membrane potential density in a network of spiking neurons, a low-dimensional dynamics of the collective fir…