Simons Collaboration on the Physics of Learning and Neural Computation
We are a part of a new Simons Collaboration on Physics of Learning and Neural Computation. This collaboration aims to elucidate fundamental scientific principles of learning and neural computation underlying modern artificial intelligence. To achieve these aims, we will treat AI as a complex physical system, and we will employ and develop powerful techniques from physics and mathematics, in concert with computer science and theoretical neuroscience, to understand and improve how large neural networks learn, compute, scale, reason, and imagine.
https://www.physicsoflearning.org/