Tag

Network Neuroscience

All articles tagged with #network neuroscience

Intelligence Emerges from Coordinated Whole-Brain Networks
science1 month ago

Intelligence Emerges from Coordinated Whole-Brain Networks

Researchers propose the Network Neuroscience Theory: general intelligence arises from system-wide coordination across distributed brain networks rather than a single region. Analyzing data from 831 adults in the Human Connectome Project and 145 in the INSIGHT SHARP study, the team found that intelligence reflects how efficiently and flexibly networks communicate, relying on long-distance integration via hubs and a balance between local specialization and global integration. No one network explains intelligence; rather, system-wide coordination underpins flexible cognition, with implications for aging, brain injury, development, and biologically inspired AI.

"Harmonizing Scientific Methods to Understand Complex Systems: A Unified Framework for Interaction Dynamics"
scientific-research2 years ago

"Harmonizing Scientific Methods to Understand Complex Systems: A Unified Framework for Interaction Dynamics"

This article discusses the unification of pairwise interactions in complex dynamics, focusing on the field of network neuroscience. It highlights the importance of understanding causality in complex systems and references various methods such as Granger causality, transfer entropy, and directed information. The article also mentions the significance of information integration and provides references to related studies and mathematical frameworks.