27 citations · 57 across the 10 of their papers we have counts for
4 papers · 1 filter
Thermodynamic Computing System for AI Applications
Denis Melanson, Mohammad Abu Khater, Maxwell Aifer +7
Recent breakthroughs in artificial intelligence (AI) algorithms have highlighted the need for novel computing hardware in order to truly unlock the potential for AI. Physics-based…
Favour: FAst Variance Operator for Uncertainty Rating
Thomas D. Ahle, Sahar Karimi, Peter Tak Peter Tang
Bayesian Neural Networks (BNN) have emerged as a crucial approach for interpreting ML predictions. By sampling from the posterior distribution, data scientists may estimate the unc…
Thermodynamic Matrix Exponentials and Thermodynamic Parallelism
Samuel Duffield, Maxwell Aifer, Gavin Crooks +2
Thermodynamic computing exploits fluctuations and dissipation in physical systems to efficiently solve various mathematical problems. For example, it was recently shown that certai…
Thermodynamic Linear Algebra
Maxwell Aifer, Kaelan Donatella, Max Hunter Gordon +5
Linear algebraic primitives are at the core of many modern algorithms in engineering, science, and machine learning. Hence, accelerating these primitives with novel computing hardw…