Texonom
Texonom
/
Computing
Computing
/Computing Theory/Computability Theory/Problem Solving/Optimization/Optimization Algorithm/Gradient Descent/
Neural Cellular Automata
Search

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

Texonom
Texonom
/
Computing
Computing
/Computing Theory/Computability Theory/Problem Solving/Optimization/Optimization Algorithm/Gradient Descent/
Neural Cellular Automata
Copyright Seonglae Cho