Computational models link cellular mechanisms of neuromodulation to large-scale neural dynamics

JM Shine, EJ Müller, B Munn, J Cabral, RJ Moran… - Nature …, 2021 - nature.com
Decades of neurobiological research have disclosed the diverse manners in which the
response properties of neurons are dynamically modulated to support adaptive cognitive …

Mapping how local perturbations influence systems-level brain dynamics

LL Gollo, JA Roberts, L Cocchi - Neuroimage, 2017 - Elsevier
The human brain exhibits a distinct spatiotemporal organization that supports brain function
and can be manipulated via local brain stimulation. Such perturbations to local cortical …

[HTML][HTML] Bridging single neuron dynamics to global brain states

JS Goldman, N Tort-Colet, M Di Volo… - Frontiers in systems …, 2019 - frontiersin.org
Biological neural networks produce information backgrounds of multi-scale spontaneous
activity that become more complex in brain states displaying higher capacities for cognition …

Dynamic models of large-scale brain activity

M Breakspear - Nature neuroscience, 2017 - nature.com
Movement, cognition and perception arise from the collective activity of neurons within
cortical circuits and across large-scale systems of the brain. While the causes of single …

Multiple models to capture the variability in biological neurons and networks

E Marder, AL Taylor - Nature neuroscience, 2011 - nature.com
How tightly tuned are the synaptic and intrinsic properties that give rise to neuron and circuit
function? Experimental work shows that these properties vary considerably across identified …

Neuromodulation of circuits with variable parameters: single neurons and small circuits reveal principles of state-dependent and robust neuromodulation

E Marder, T O'Leary, S Shruti - Annual review of neuroscience, 2014 - annualreviews.org
Neuromodulation underlies many behavioral states and has been extensively studied in
small circuits. This has allowed the systematic exploration of how neuromodulatory …

On simplicity and complexity in the brave new world of large-scale neuroscience

P Gao, S Ganguli - Current opinion in neurobiology, 2015 - Elsevier
Technological advances have dramatically expanded our ability to probe multi-neuronal
dynamics and connectivity in the brain. However, our ability to extract a simple conceptual …

[HTML][HTML] The quest for multiscale brain modeling

E D'Angelo, V Jirsa - Trends in neurosciences, 2022 - cell.com
Addressing the multiscale organization of the brain, which is fundamental to the dynamic
repertoire of the organ, remains challenging. In principle, it should be possible to model …

Large-scale neural recordings call for new insights to link brain and behavior

AE Urai, B Doiron, AM Leifer, AK Churchland - Nature neuroscience, 2022 - nature.com
Neuroscientists today can measure activity from more neurons than ever before, and are
facing the challenge of connecting these brain-wide neural recordings to computation and …

Data-driven multiscale computational models of cortical and subcortical regions

S Ramaswamy - Current opinion in neurobiology, 2024 - Elsevier
Data-driven computational models of neurons, synapses, microcircuits, and mesocircuits
have become essential tools in modern brain research. The goal of these multiscale models …