Wired article on alternative computing approaches to address the energy demands of AI, including Normal Computing’s Stochastic Processing Unit which exploits the thermodynamic properties of electrical oscillators to perform calculations.
Amica Conference: Thermodynamic Approaches to Artificial Intelligence. March 9-11, 2026, Karuizawa, Japan.
Notes on the circuit model of quantum computing. Currently mostly an exposition on the menagerie of quantum gates.
We show that natural gradient descent can have a similar computational complexity per iteration to a first-order method, when employing appropriate hardware.
Physics-based Application-Specific Integrated Circuits present a transformative paradigm by directly harnessing intrinsic physical dynamics for computation.
