xResearch
![xResearch](/content/images/size/w1156/2021/08/Research-Overview-Slide-Picture.png)
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Uncertainty of Empirical and Sensor Data in Physical Systems
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Laplace: A Processor Microarchitecture for Uncertainty Tracking
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Drap: A Python Library for Uncertainty Tracking in the Python Data Model
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Sensor Noise Programmable Random Variate Generator
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Electronic Noise Programmable Random Variate Generator
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![](https://physcomp.eng.cam.ac.uk/content/images/2021/08/Newton-logo-2.png)
Exploiting Physical Type Safety for Algorithm Synthesis
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Newton: Physical System Description Language
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Dimensional Function Synthesis
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Dimensional Circuit Synthesis
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Seppo: Physics-Type-Safe State Estimator Synthesis in Newton
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![](https://physcomp.eng.cam.ac.uk/content/images/2021/08/Crayon-logo-1.png)
Exploiting Human Color Perception for Efficiency
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Crayon: Color and Shape Transformations for OLED Display Color Approximation
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Ishihara: Hue Transformations for OLED Display Color Approximation
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Learning Transformation Parameters for OLED Display Color Approximation
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![](https://physcomp.eng.cam.ac.uk/content/images/2021/08/Rake-logo.png)
Exploiting Physical Signal Properties for Efficient Data I/O
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Rake: Deterministic Requantization for Low-Power I/O
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Probabilistic Requantization for Low-Power I/O
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![](https://physcomp.eng.cam.ac.uk/content/images/2021/08/DSCF4983-1.jpg)
Exploiting Device Properties for Computation
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Grappa
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![](https://physcomp.eng.cam.ac.uk/content/images/2021/08/image026.jpg)
Integrated Circuits and Complete Sensor Systems
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Thermoacoustic Gas Sensor
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Glaux
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Warp
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