Network Science

Competitive interactions shape mammalian brain network dynamics and computation

We use computational whole-brain modelling across human, macaque, and mouse to show that models with competitive interactions are more realistic, more personalised, more synergistic, and perform better.

Mar 11, 2026

Benchmarking methods for mapping functional connectivity in the brain

We compare of >200 measures of pairwise interaction for fMRI functional connectivity.

Jun 6, 2025

Unravelling consciousness and brain function through the lens of time, space, and information

We review how fundamental building blocks of brain function can be identified through the lenses of space, time, and information. Each lens reveals similarities and differences across anaesthesia, coma, and psychedelics, in humans and across different species.

Jul 1, 2024

Systematic evaluation of fMRI data-processing pipelines for consistent functional connectomics

We benchmarked >750 data-processing pipelines to construct a functional connectivity network from fMRI data.

Jun 4, 2024

Dynamical models to evaluate structure–function relationships in network neuroscience

Computational biophysical models can be used to generate and test mechanistic hypotheses in network neuroscience.

Oct 7, 2022

A synergistic core for human brain evolution and cognition

We show that the human brain relies on synergistic interactions between regions to integrate information and support complex cognition, surpassing the brains of other species and correlating with evolutionary cortical expansion.

May 26, 2022

Consciousness-specific dynamic interactions of brain integration and functional diversity

We compare fMRI brain dynamics during anaesthesia and in patients with disorders of consciousness to identify consistent signatures of consciousness.

Oct 10, 2019