paper

String Theory from Infinite Width Neural Networks

arXiv:2601.06249

Abstract

We realize bosonic string theory with ensembles of infinite width neural networks. The string tension is tuned by the variance of the output weights. The construction provides a new computation of the foundational Virasoro-Shapiro and Veneziano amplitudes as neural network correlators.

4 pages + appendices

String Theory from Infinite Width Neural Networks · wovepaper