998 citations · 2.2k across the 70 of their papers we have counts for
7 papers · 1 filter
The Observability Radius of Networks
Gianluca Bianchin, Paolo Frasca, Andrea Gasparri +1
This paper studies the observability radius of network systems, which measures the robustness of a network to perturbations of the edges. We consider linear networks, where the dyn…
Heterogeneity of Central Nodes Explains the Benefits of Time-Varying Control in Complex Dynamical Networks
Erfan Nozari, Fabio Pasqualetti, Jorge Cortes
Despite extensive research and remarkable advancements in the control of complex dynamical networks, most studies and practical control methods limit their focus to time-invariant…
Autaptic Connections Shift Network Excitability and Bursting
Laura Wiles, Shi Gu, Fabio Pasqualetti +2
Network architecture forms a critical constraint on neuronal function. Here we examine the role of structural autapses, when a neuron synapses onto itself, in driving network-wide…
The Energy Landscape of Neurophysiological Activity Implicit in Brain Network Structure
Shi Gu, Matthew Cieslak, Benjamin Baird +4
A critical mystery in neuroscience lies in determining how anatomical structure impacts the complex functional dynamics of human thought. How does large-scale brain circuitry const…
Optimal Trajectories of Brain State Transitions
Shi Gu, Richard F. Betzel, Matthew Cieslak +4
The complexity of neural dynamics stems in part from the complexity of the underlying anatomy. Yet how the organization of white matter architecture constrains how the brain transi…
Cognitive Control in the Controllable Connectome
John D. Medaglia, Shi Gu, Fabio Pasqualetti +4
Cognition is supported by neurophysiological processes that occur both in local anatomical neighborhoods and in distributed large-scale circuits. Recent evidence from network contr…
Brain and Cognitive Reserve: Translation via Network Control Theory
John D. Medaglia, Fabio Pasqualetti, Roy H. Hamilton +2
Traditional approaches to understanding the brain's resilience to neuropathology have identified neurophysiological variables, often described as brain or cognitive 'reserve,' asso…