Discovering causal relations and equations from data

G Camps-Valls, A Gerhardus, U Ninad, G Varando… - Physics Reports, 2023 - Elsevier
Physics is a field of science that has traditionally used the scientific method to answer
questions about why natural phenomena occur and to make testable models that explain the …

Towards a biologically annotated brain connectome

V Bazinet, JY Hansen, B Misic - Nature reviews neuroscience, 2023 - nature.com
The brain is a network of interleaved neural circuits. In modern connectomics, brain
connectivity is typically encoded as a network of nodes and edges, abstracting away the rich …

Personalised virtual brain models in epilepsy

V Jirsa, H Wang, P Triebkorn, M Hashemi… - The Lancet …, 2023 - thelancet.com
Individuals with drug-resistant focal epilepsy are candidates for surgical treatment as a
curative option. Before surgery can take place, the patient must have a presurgical …

brainlife. io: a decentralized and open-source cloud platform to support neuroscience research

S Hayashi, BA Caron, AS Heinsfeld, S Vinci-Booher… - Nature …, 2024 - nature.com
Neuroscience is advancing standardization and tool development to support rigor and
transparency. Consequently, data pipeline complexity has increased, hindering FAIR …

Brain-inspired computing: A systematic survey and future trends

G Li, L Deng, H Tang, G Pan, Y Tian… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Brain-inspired computing (BIC) is an emerging research field that aims to build fundamental
theories, models, hardware architectures, and application systems toward more general …

Addressing global environmental challenges to mental health using population neuroscience: a review

G Schumann, OA Andreassen, T Banaschewski… - JAMA …, 2023 - jamanetwork.com
Importance Climate change, pollution, urbanization, socioeconomic inequality, and
psychosocial effects of the COVID-19 pandemic have caused massive changes in …

[HTML][HTML] The virtual aging brain: Causal inference supports interhemispheric dedifferentiation in healthy aging

M Lavanga, J Stumme, BH Yalcinkaya, J Fousek… - NeuroImage, 2023 - Elsevier
The mechanisms of cognitive decline and its variability during healthy aging are not fully
understood, but have been associated with reorganization of white matter tracts and …

Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators

M Hashemi, AN Vattikonda, J Jha, V Sip… - Neural Networks, 2023 - Elsevier
Whole-brain modeling of epilepsy combines personalized anatomical data with dynamical
models of abnormal activities to generate spatio-temporal seizure patterns as observed in …

A comprehensive neural simulation of slow-wave sleep and highly responsive wakefulness dynamics

JS Goldman, L Kusch, D Aquilue… - Frontiers in …, 2023 - frontiersin.org
Hallmarks of neural dynamics during healthy human brain states span spatial scales from
neuromodulators acting on microscopic ion channels to macroscopic changes in …

[HTML][HTML] Virtual deep brain stimulation: Multiscale co-simulation of a spiking basal ganglia model and a whole-brain mean-field model with The Virtual Brain

JM Meier, D Perdikis, A Blickensdörfer… - Experimental …, 2022 - Elsevier
Deep brain stimulation (DBS) has been successfully applied in various neurodegenerative
diseases as an effective symptomatic treatment. However, its mechanisms of action within …