Growing Neural Cellular Automata

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.

88 mentions: @fchollet@zzznah@sina_lana@distillpub@hardmaru@sirajraval@Reza_Zadeh@redblobgames
Date: 2020/02/20 14:20

Referring Tweets

@hardmaru Growing Neural Cellular Automata: A Differentiable Model of Morphogenesis New post by @zzznah et al.! “Imagine if we could design systems of the same plasticity & robustness as biological life: structures & machines that could grow & repair themselves.” t.co/PUsKA1YvkO t.co/vBuGHAWaPE
@fchollet This is really interesting: learning to generate cellular automata that yield specific patterns t.co/gJvMzwjXEk
@sina_lana Honestly I've never seen a better format for a computer science paper. Not the 1st time I click a distill. pub link, but holy molly I've never a platform and a paper complement each other so well. Beautiful inteactivity Growing Neural Cellular Automata t.co/nBF103GrlG
@Reza_Zadeh A differentiable model of Morphogenesis: learning to grow fractals in the same form of a creative, much the same way every living body has evolved to robustly build their own body. t.co/mNNgfeu0TM t.co/PMqBb5rSOG
@sirajraval This brought a tear to my eye, it's that well-designed. "We decided to see how far one can push the performance of this interactive playground. We reimplemented all operations from scratch using the WebGL API and GLSL shader language" So Boss! t.co/eejUgflYYT
@alteredq Growing monster ladybugs with differentiable morphogenesis using neural cellular automata. Great interactive paper by @zzznah, @RandazzoEttore, @eyvindn & @drmichaellevin : t.co/JFZSgPd7Bx (runs well also on the phone) #tensorflow #webgl t.co/4wEq87WJex
@zzznah Our article on Growing Neural Cellular Automata is LIVE!!! Thanks @RandazzoEttore @eyvindn @drmichaellevin @blaiseaguera @ch402 and many others! t.co/yW5aWw2jjh
@anderssandberg Growing Neural Cellular Automata using a Differentiable Model of Morphogenesis is awesome. t.co/vl3NXkuQ0j It can also generate hilariously disturbing "failures of friendliness" t.co/fAB7y15cbh
@redblobgames Play with the demo and read the article here! t.co/jTI4ZIFkxk t.co/5fJk6TOsKi

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