ALIFE 2021 Tutorial: Differentiable Self-Organizing Systems

This tutorial covers the basics of Differentiable Programming, forward and backward propagation. Then I talk about Self-Organization and Neural Cellular Automata. I train NCAs to perform Texture Synthesis and approximate Minimum Spanning Tree construction. Tutorial website: