Neural Cellular Automata

Creator

Creator

Seonglae Cho

Created

Created

2025 Feb 17 1:9

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Feb 17 1:13

Refs

Refs

Local message passing interaction through Sobel/Laplace kernel gradient instead of Dense layer

Growing Neural Cellular Automata

Training an end-to-end differentiable, self-organising cellular automata model of morphogenesis, able to both grow and regenerate specific patterns.

https://distill.pub/2020/growing-ca/

Growing Neural Cellular Automata

Self-classifying MNIST Digits

Training an end-to-end differentiable, self-organising cellular automata for classifying MNIST digits.

https://distill.pub/2020/selforg/mnist/

Self-classifying MNIST Digits

Self-Organising Textures

Neural Cellular Automata learn to generate textures, exhibiting surprising properties.

https://distill.pub/selforg/2021/textures/

Self-Organising Textures

Thread: Differentiable Self-organizing Systems

Thread: Differentiable Self-organizing Systems

A collection of articles and comments with the goal of understanding how to design robust and general purpose self-organizing systems.

https://distill.pub/2020/selforg/

Thread: Differentiable Self-organizing Systems

Recommendations

////////