An Application of Neighborhoods in Directed Graphs in the Classification of Binary Dynamics
Applied Algebraic Topology Network via YouTube
Overview
Syllabus
Intro
Motivation
Synaptic Connections
A few neurons forming a small network
Encoding neuronal activity
The Blue Brain Reconstruction
Binary Dynamics on digraphs
Make a topological space out of the brain
Some familiar concepts
Tournaments
Application - BBP simulation data
Classifying binary dynamics from subgraphs
Function classification experiment
Neighbourhoods
Graph and topological invariants
Method
Results
Conclusion
Further Validation - NEST
Taught by
Applied Algebraic Topology Network