Control of linear-threshold brain networks via reservoir computing

M McCreesh, J Cortés - IEEE Open Journal of Control Systems, 2024 - ieeexplore.ieee.org
Learning is a key function in the brain to be able to achieve the activity patterns required to
perform various activities. While specific behaviors are determined by activity in localized …

Causality-based Subject and Task Fingerprints using fMRI Time-series Data

D Song, L Shen, D Duong-Tran, X Wang - Proceedings of the 15th ACM …, 2024 - dl.acm.org
Recently, there has been a revived interest in system neuroscience causation models due to
their unique capability to unravel complex relationships in multi-scale brain networks. In this …

Linear-Threshold Network Dynamics: Properties and Applications to Dynamical Brain Behaviors

MPD McCreesh - 2024 - search.proquest.com
The brain, composed of billions of interconnected neurons, forms a complex network that
exhibits an incredibly wide array of behaviors. Treating this structure as a dynamical system …