#DigitalPhysics the video game is released!!🕹️⌨️ https://t.co/bDtc7gHlKz 🌭🛸👾🧮🍄🌲✨👽🕹️🎞️♥️🌿⚽️🌊☯️🐈🤔💀♾ #indieGames #retroGames #gameDev #indieDev #pixelArt #indieFilm #supportIndieFilm #neuralCellularAutomata #Python #physics #mathematics #puzzle #computing #Itchio

I need a break ... so much fun with #NCA #NeuralCellularAutomata

#DigitalPhysics2of1 👾 A FREE browser-based video game coming soon to ⁦@itchio⁩ 🕹️⌨️💻 🌱🧠🍄🌲🕸️💀🛸🌎🎶👽👁️🌭 #IndieGameDev #UFO #UAP #YamahaAN1x 🎹 #PixelArt #NeuralCellularAutomata

This synthesis is is surprisingly stable ... #NCA #NeuralCellularAutomata

From #Morphogenesis to robotic control, #NeuralCellularAutomata show localized interactions scale into coordinated system-level outcomes. Offers adaptation & reasoning through embodiment. https://t.co/JpZ6t0671b @drmichaellevin #EmbodiedAI #BioEngineering #CollectiveIntelligence

"Special Guest" reveal: @Khatchig01 takes you behind the scenes for a sneak preview of #DigitalPhysics the video game! #indieGame #indieDev #indieFilm #retroGames #retroWave #pixelArt #neuralCellularAutomata #abiogenesis #feedback #sequel #prequel #strangeLoop #puzzle #mario

This is my 1st @NeurIPSConf, and I am glad my ongoing project #Imaginarium joined @ML4CDworkshop Art Show this morning. This is an excerpt of the #Hokusai clip generated via #NCA #NeuralCellularAutomata.

Illuminating Diverse Neural Cellular Automata for Level Generation Earle et al.: https://t.co/Cpf19sfvpM #ArtificialIntelligence #DeepLearning #NeuralCellularAutomata

Our proposed Med-NCA architecture uses a two scale #NeuralCellularAutomata architecture that 𝘀𝗼𝗹𝘃𝗲𝘀 𝗩𝗥𝗔𝗠 𝗰𝗼𝗻𝘀𝘁𝗿𝗮𝗶𝗻𝘁𝘀 of NCAs during training to achieve SOTA segmentation performance. #TUDA #hessianAI

It has been a wonderful first day at @ipmi2023 in Bariloche / Argentina, with lots of great discussions and interesting presentations. Looking forward to presenting our work on lightweight and robust segmentation with #NeuralCellularAutomata on Thursday morning.

#NeuralCellularAutomata is an excellent means for #TextureSynthesis (everything is seamless). It's interesting to see how this learned #NCA decomposes the underlying visual structure of the skin pattern.

Gradio is an excellent tool for visualizing the inference of NCA models. #Gradio #NeuralCellularAutomata

The impact of a single white pixel on #NeuralCellularAutomata inference is drastic but local. #AI

How do random activations in #NeuralCellularAutomata impact local information flow? In this clip, I explore how different fire rates affect the detection of red cells in the world. #NCA

Our students tested Growing NCA by @zzznah on the Sierpinski triangle🔺, trained on generating the lower half of randomly selected patches. The NCA model didn't see the area below the orange line during training. #NeuralCellularAutomata, @CS_TUDarmstadt

Just discovered early segmentation results from mid-2022 on my drive! Using Neural Cellular Automata to predict 8 classes on the cityscapes dataset. Each cell reveals a different NCA channel. @CS_TUDarmstadt! #NeuralCellularAutomata

Due to the improving weather, #NeuralCellularAutomata flowers are sprouting. This translates well to unseen image sizes. Increasing inference steps is not stable for long. #MECLabTUDA @Hessian_AI @CS_TUDarmstadt.

Curious about how well VNCA (@rasmusbergpalm, @risi1979) can handle medical data? We just tried it out with the Blood MNIST dataset! @anirbanakash, @CS_TUDarmstadt, #NeuralCellularAutomata

Using building blocks called neural cellular automata (#NCAs) offer potential for the future of regenerative medicine and the ability to regrow missing limbs. #NeuralCellularAutomata #RegenerativeMedicine #AI #Bioengineering #SelfHealing

Same rules applied over and over …in time and space? How does it know where to put the red bars? How does information propagate? Is it the backprop of the ground truth? Is it the hidden kernels/masks in the convolution that encode information? 🤔 #NeuralCellularAutomata ☁️