The physics of higher-order interactions in complex systems

F Battiston, E Amico, A Barrat, G Bianconi… - Nature Physics, 2021 - nature.com
Complex networks have become the main paradigm for modelling the dynamics of
interacting systems. However, networks are intrinsically limited to describing pairwise …

Brain network communication: concepts, models and applications

C Seguin, O Sporns, A Zalesky - Nature reviews neuroscience, 2023 - nature.com
Understanding communication and information processing in nervous systems is a central
goal of neuroscience. Over the past two decades, advances in connectomics and network …

A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence

EJ Allen, G St-Yves, Y Wu, JL Breedlove… - Nature …, 2022 - nature.com
Extensive sampling of neural activity during rich cognitive phenomena is critical for robust
understanding of brain function. Here we present the Natural Scenes Dataset (NSD), in …

Closed-loop neuromodulation in an individual with treatment-resistant depression

KW Scangos, AN Khambhati, PM Daly, GS Makhoul… - Nature medicine, 2021 - nature.com
Deep brain stimulation is a promising treatment for neuropsychiatric conditions such as
major depression. It could be optimized by identifying neural biomarkers that trigger therapy …

The role of PFC networks in cognitive control and executive function

V Menon, M D'Esposito - Neuropsychopharmacology, 2022 - nature.com
Abstract Systems neuroscience approaches with a focus on large-scale brain organization
and network analysis are advancing foundational knowledge of how cognitive control …

Environmental influences on the pace of brain development

UA Tooley, DS Bassett, AP Mackey - Nature Reviews Neuroscience, 2021 - nature.com
Childhood socio-economic status (SES), a measure of the availability of material and social
resources, is one of the strongest predictors of lifelong well-being. Here we review evidence …

Null models in network neuroscience

F Váša, B Mišić - Nature Reviews Neuroscience, 2022 - nature.com
Recent advances in imaging and tracing technology provide increasingly detailed
reconstructions of brain connectomes. Concomitant analytic advances enable rigorous …

[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

[HTML][HTML] Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study

J Chen, A Tam, V Kebets, C Orban, LQR Ooi… - Nature …, 2022 - nature.com
How individual differences in brain network organization track behavioral variability is a
fundamental question in systems neuroscience. Recent work suggests that resting-state and …

What are higher-order networks?

C Bick, E Gross, HA Harrington, MT Schaub - SIAM Review, 2023 - SIAM
Network-based modeling of complex systems and data using the language of graphs has
become an essential topic across a range of different disciplines. Arguably, this graph-based …