YoVDO

Complex Time - Cognitive Regime Shift II - When-Why-How the Brain Breaks

Offered By: Santa Fe Institute via YouTube

Tags

Neurology Courses Neural Networks Courses

Course Description

Overview

Explore a comprehensive working group discussion on cognitive regime shifts and brain function breakdown in this 37-minute video from the Santa Fe Institute. Delve into topics such as correlation vs. causation, indicators of functional loss, and multi-level explanations from genetic to behavioral. Examine mechanisms of functional decline, from cellular to network drop-out, and investigate the synthesis of neurology with complexity science concepts. Learn about adaptation and robustness in system aging, network-based risk indicators, criticality in regime shifts, long-range order measurement, and collective dynamics analysis in aging and diseased brains. Gain insights into why systems break, emergence, mind-brain distinctions, healthy vs. broken systems, neural networks, dynamical systems, and recurrent neural networks. Discover how this interdisciplinary approach combines neuroscience with complexity theory to advance our understanding of cognitive decline and brain function.

Syllabus

Intro
Why do things break
How the brain breaks
Emergence
Mind vs Brain
Healthy vs Broken Systems
Outsource redundancies
Neural networks vs dynamical systems
Recurrent neural networks
Narrative natural language
Observations


Taught by

Santa Fe Institute

Tags

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera
Good Brain, Bad Brain: Basics
University of Birmingham via FutureLearn
Statistical Learning with R
Stanford University via edX
Machine Learning 1—Supervised Learning
Brown University via Udacity
Fundamentals of Neuroscience, Part 2: Neurons and Networks
Harvard University via edX