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Revolutionary Thermodynamic Computer Mimics Neural Networks Efficiently

2/22/2026

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Summary

Story summary

The thermodynamic computer uses thermal noise to generate images, mimicking neural networks while consuming significantly less energy.
Researchers at Normal Computing Corporation created low-energy circuits that respond to fluctuations in thermal noise.
The approach can solve linear algebra problems and may advance image generation.
The study was published in Physical Review Letters.

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Story summary

The thermodynamic computer uses thermal noise to generate images, mimicking neural networks while consuming significantly less energy.
Researchers at Normal Computing Corporation created low-energy circuits that respond to fluctuations in thermal noise.
The approach can solve linear algebra problems and may advance image generation.
The study was published in Physical Review Letters.