Measurement Uncertainty

The Physical Computation Laboratory investigates hardware structures for efficiently quantifying uncertainty in sensors as well as hardware architectures for tracking uncertainty throughout computations.

Uncertainty Propagation in Finite Impulse Response Filters: Evaluating the Gaussian Assumption

Jennie Couchman and Phillip Stanley-Marbell. Preprint.      
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Uncertainty Propagation in Finite Impulse Response Filters: Evaluating the Gaussian Assumption
Simulated Eyeblink Artifact Removal with ICA: Effect of Measurement Uncertainty

Jennie Couchmen, Orestis Kaparounakis, Chatura Samarakoon, and Phillip Stanley-Marbell. Preprint.      
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Simulated Eyeblink Artifact Removal with ICA: Effect of Measurement Uncertainty
Domain-Specific Analog Physical Computing Accelerators
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Domain-Specific Analog Physical Computing Accelerators
Analogue-Domain Machine Learning Computations Exploiting 2D Materials Properties
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Analogue-Domain Machine Learning Computations Exploiting 2D Materials Properties