A network control theory pipeline for studying the dynamics of the structural connectome

L Parkes, JZ Kim, J Stiso, JK Brynildsen, M Cieslak… - Nature protocols, 2024 - nature.com
Network control theory (NCT) is a simple and powerful tool for studying how network
topology informs and constrains the dynamics of a system. Compared to other structure …

Toward noninvasive brain stimulation 2.0 in Alzheimer's disease

A Menardi, S Rossi, G Koch, H Hampel… - Ageing research …, 2022 - Elsevier
Noninvasive brain stimulation techniques (NiBS) have gathered substantial interest in the
study of dementia, considered their possible role in help defining diagnostic biomarkers of …

Macroscopic resting-state brain dynamics are best described by linear models

E Nozari, MA Bertolero, J Stiso, L Caciagli… - Nature biomedical …, 2024 - nature.com
It is typically assumed that large networks of neurons exhibit a large repertoire of nonlinear
behaviours. Here we challenge this assumption by leveraging mathematical models derived …

Brain network dynamics during working memory are modulated by dopamine and diminished in schizophrenia

U Braun, A Harneit, G Pergola, T Menara… - Nature …, 2021 - nature.com
Dynamical brain state transitions are critical for flexible working memory but the network
mechanisms are incompletely understood. Here, we show that working memory …

Contributions of network structure, chemoarchitecture and diagnostic categories to transitions between cognitive topographies

AI Luppi, SP Singleton, JY Hansen… - Nature Biomedical …, 2024 - nature.com
The mechanisms linking the brain's network structure to cognitively relevant activation
patterns remain largely unknown. Here, by leveraging principles of network control, we show …

Physical approach of a neuron model with memristive membranes

Y Guo, F Wu, F Yang, J Ma - Chaos: An Interdisciplinary Journal of …, 2023 - pubs.aip.org
The membrane potential of a neuron is mainly controlled by the gradient distribution of
electromagnetic field and concentration diversity between intracellular and extracellular …

Network controllability of structural connectomes in the neonatal brain

H Sun, R Jiang, W Dai, AJ Dufford, S Noble… - Nature …, 2023 - nature.com
White matter connectivity supports diverse cognitive demands by efficiently constraining
dynamic brain activity. This efficiency can be inferred from network controllability, which …

Network models to enhance the translational impact of cross-species studies

JK Brynildsen, K Rajan, MX Henderson… - Nature Reviews …, 2023 - nature.com
Neuroscience studies are often carried out in animal models for the purpose of
understanding specific aspects of the human condition. However, the translation of findings …

A neural machine code and programming framework for the reservoir computer

JZ Kim, DS Bassett - Nature Machine Intelligence, 2023 - nature.com
From logical reasoning to mental simulation, biological and artificial neural systems possess
an incredible capacity for computation. Such neural computers offer a fundamentally novel …

Uncovering the biological basis of control energy: Structural and metabolic correlates of energy inefficiency in temporal lobe epilepsy

X He, L Caciagli, L Parkes, J Stiso, TM Karrer… - Science …, 2022 - science.org
Network control theory is increasingly used to profile the brain's energy landscape via
simulations of neural dynamics. This approach estimates the control energy required to …