Complex Systems and the Brain: From Networks to Dynamics and Function
Santa Fe Institute via YouTube
Overview
Syllabus
Intro
Outline
Network Science
Extraction of Brain Networks from Empirical Data
Networks - Microscale: C. elegans
Networks - Microscale: Mouse Retina
Networks - Drosophila Brain
Networks - Mouse Connectome
Networks - Rat Cerebral Cortex Connectome
Networks - Macaque Cortex
Networks - Common Properties
Mapping Human Brain Structural Connectivity
Network Analysis of the Connectome
Hubs in the Human Connectome
Modules, Cores, and Rich Clubs
Rich-Club Organization of the Human Connectome
Brain Dynamics
Relating Structural and Functional Connectivity
Connectome-Based Models of Functional Connectivity
Connectome-Based Models for Functional Connectivity
Models of Communication Dynamics in the Brain
Summary and Conclusion
Taught by
Santa Fe Institute