[3-195] Critical deep learning

Critical neuron dynamics are key for high-performance AI! 🧠🤖

Vock, Meisel: Critical dynamics governs deep learning (preprint)

Langton: Computation at the edge of chaos: Phase transitions and emergent computation

Glorot, Bengio: Understanding the difficulty of training deep feedforward neural networks

Storm et al.: Finite-Time Lyapunov Exponents of Deep Neural Networks

Dohare et al.: Loss of plasticity in deep continual learning

Shumailov et al.: AI models collapse when trained on recursively generated data | Nature

AG Computational Neurology @ Charité

About this account

criticalAI

To help keep our community authentic, we're showing information about accounts on Linktree.

JoinedMarch 2026

[3-195] Critical deep learning has been a member of Linktree for 3 months and joined in March 2026. The social media accounts linked to from [3-195] Critical deep learning are: Website. Besides social media accounts, criticalAI has populated their site with Vock, Meisel: Critical dynamics governs deep learning (preprint), Langton: Computation at the edge of chaos: Phase transitions and emergent computation, Glorot, Bengio: Understanding the difficulty of training deep feedforward neural networks, Storm et al.: Finite-Time Lyapunov Exponents of Deep Neural Networks, Dohare et al.: Loss of plasticity in deep continual learning, Shumailov et al.: AI models collapse when trained on recursively generated data | Nature, AG Computational Neurology @ Charité.