Speaker
James Halverson
(Northeastern University)
Description
In this talk I'll discuss aspects of using neural networks to design and define quantum field theories. As this approach is generally non-Lagrangian, it requires rethinking some things. Interactions will arise from breaking the Central Limit Theorem, i.e. from both 1/N-corrections and non-independence of neurons. Symmetries will play a crucial role, a duality will arise, and Gaussian Lorentz-invariant quantum field theories will be constructed.
Author
James Halverson
(Northeastern University)
