activity
20152020
most citedMacroscopic description for networks of spiking neurons

349 citations · 354 across the 2 of their papers we have counts for

collaborators

7 papers

q-bio.NC2020

Exact mean-field theory explains the dual role of electrical synapses in collective synchronization

Ernest Montbrió, Diego Pazó

Electrical synapses play a major role in setting up neuronal synchronization, but the precise mechanisms whereby these synapses contribute to synchrony are subtle and remain elusiv…

nlin.AO20205 cited

The Winfree model with non-infinitesimal phase-response curve: Ott-Antonsen theory

Diego Pazó, Rafael Gallego

A novel generalization of the Winfree model of globally coupled phase oscillators, representing phase reduction under finite coupling, is studied analytically. We consider interact…

nlin.AO2020

Quasi phase reduction of all-to-all strongly coupled oscillators near incoherent states

Iván León, Diego Pazó

The dynamics of an ensemble of weakly coupled limit-cycle oscillators can be captured by their phases using standard phase reduction techniques. However, it is a phenomenol…

physics.data-an2019

The Probabilistic Backbone of Data-Driven Complex Networks: An example in Climate

Catharina Graafland, José M. Gutiérrez, Juan M. López +2

Correlation Networks (CNs) inherently suffer from redundant information in their network topology. Bayesian Networks (BNs), on the other hand, include only non-redundant informatio…

nlin.AO2018

Dynamics of a large system of spiking neurons with synaptic delay

Federico Devalle, Ernest Montbrió, Diego Pazó

We analyze a large system of heterogeneous quadratic integrate-and-fire (QIF) neurons with time delayed, all-to-all synaptic coupling. The model is exactly reduced to a system of f…

nlin.AO2018

The Winfree model with heterogeneous phase-response curves: Analytical results

Diego Pazó, Ernest Montbrió, Rafael Gallego

We study an extension of the Winfree model of coupled phase oscillators in which both natural frequencies and phase-response curves (PRCs) are heterogeneous. In the first part of t…