3 papers
cs.LG2026
Scaling Up Thermodynamic AI Models
Andrew G. Moore
Thermodynamic computing devices based on the Ising model show great promise for low-power AI inference and edge computing, but scalable methods for training large models for such h…
cond-mat.dis-nn2025
Correspondence Between Ising Machines and Neural Networks
Andrew G. Moore
Computation with the Ising model is central to future computing technologies like quantum annealing, adiabatic quantum computing, and thermodynamic classical computing. Traditional…
cs.ET2025
Geometric Theory of Ising Machines
Andrew G. Moore, Zachary Richey, Isaac K. Martin
We contribute to the mathematical theory of the design of low temperature Ising machines, a type of experimental probabilistic computing device implementing the Ising model. Encodi…