String Theory from Infinite Width Neural Networks
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.
Fields of Study & Subjects
Black Holes and Theoretical Physics
Particle physics theoretical and experimental studies
Noncommutative and Quantum Gravity Theories
Publication details
- Journal / source
- arXiv (Cornell University)
- Publication date
- 9 January 2026
- Document type
- Preprint