The Degree Distribution of the BA Model (Page 4 (GIF) of Lecture Notes)
Dynamics on Networks: (Page 5 (GIF) of Lecture Notes)
Node Variables Evolving According to Inputs from Connected Nodes
Examples - Chemical Flux Balance Equations, Neural Networks
Possible Collective Outcomes: Fixed Points, Temporal Oscillations, Spatial Patterns, ...
Some Conditions for Existence of Fixed Point Solutions: (Page 6 (GIF) of Lecture Notes)
One Dimensional Systems - Stability, Noise
Gradient Descent in Higher Dimensional Systems
Hopfield, J. J. "Neurons with Graded Response Have Collective Computational Properties like Those of Two-State Neurons." Proceedings of the National Academy of Sciences of the United States of America 81, no. 10 (May 15, 1984): 3088-3092. (Part 1: Biological Sciences.) (Page 7 (GIF) of Lecture Notes)