Peter L. McMahon
2 papers · Latest:
Machine Learning
Physical Foundation Models: Fixed hardware implementations of large-scale neural networks
Physical Foundation Models (PFMs) propose fixed hardware for large neural networks, leveraging physical dynamics for extreme efficiency and scale.
2604.27911
A fully parallel densely connected probabilistic Ising machine with inertia for real-time applications
New Ising machine with inertia enables fully parallel updates, boosting speed and accuracy for real-time applications like 5G MIMO detection.
2604.17109
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