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This article is part of the Circuits thread , an experimental format collecting invited short articles and critical commentary delving into the inner workings of neural networks.

Multimodal Neurons in Artificial Neural Networks Multimodal Neurons in Artificial Neural Networks We are deeply grateful to Sandhini Agarwal, Daniela Amodei, Dario Amodei, Tom Brown, Jeff Clune, Steve Dowling, Gretchen Krueger, Brice Menard, Reiichiro Nakano, Aditya Ramesh, Pranav Shyam, Ilya Sutskever and Martin Gabriel Goh: Research lead.

Neural Cellular Automata Model of Pattern Formation Differentiable Self-organizing Systems Thread , an experimental format collecting invited short articles delving into differentiable self-organizing systems, interspersed with critical commentary from several experts in adjacent fields. Adversarial Reprogramming of Neural Cellular Automata Neural Cellular Automata (NCA We use NCA to refer to both Neural Cellular Automata and Neural Cellular Automaton .

This article is part of the Circuits thread , an experimental format collecting invited short articles and critical commentary delving into the inner workings of neural networks. The problem of understanding a neural network is a little bit like reverse engineering a large compiled binary of a computer program.

We reverse engineer a non-trivial learned algorithm from the weights of a neural network and use its core ideas to craft an artificial artificial neural network from scratch that reimplements We can compare the curve detectors in a neural network we hand-crafted with the curve detectors in InceptionV1 by measuring how they activate to synthetic curve stimuli.