Quantum Fields as Deep Learning

We conjecture that quantum fields, such as the Higgs field, are related to a restricted Boltzmann machine (RBM) for deep neural networks. An accelerating Rindler observer in a flat spacetime sees quantum fields that have a thermal distribution from quantum entanglement. For the observer a renormalization group (RG) process for the thermal fields on a lattice is similar to a deep Boltzmann network. This correspondence can be generalized for the Kubo-Martin-Schwinger (KMS) states of quantum fields in a curved spacetime like that around a black hole.