Dec 8, 2023 · In this work, we present the first continuous-variable thermodynamic computer, which we call the stochastic processing unit (SPU).
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Physics-based hardware, such as thermodynamic computing, has the potential to provide a fast, low-power means to accelerate AI primitives, especially generative ...
Feb 8, 2024 · The work from Normal Computing introduces a new class of hardware: the thermodynamic computer and stochastic processing unit (SPU). The paper ...
Nov 5, 2024 · Recent breakthroughs in artificial intelligence (AI) algorithms have highlighted the need for novel computing hardware in order to truly ...
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Apr 5, 2024 · The foundation of thermodynamic computing is similar. Instead of trying to eliminate the stochastic nature of physical processes, we utilize it.
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Posted: Feb 9, 2024
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Apr 3, 2024 · Among them, the most popular are Generative Diffusion Models, Monte Carlo Sampling, Bayesian Neural Networks, and Simulated Annealing. These ...
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Sep 9, 2024 · We present Thermodynamics-inspired Explainable Representations of AI and other black-box Paradigms, a method for generating optimally human-interpretable ...
May 30, 2024 · To accelerate the development of efficient AI with reasoning capabilities, we aim to grow the community around thermodynamic computing. To this ...