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Bayesian Context Aggregation for Neural Processes
- Michael Volpp, Fabian Flürenbrock, Lukas Großberger, Christian Daniel, G. Neumann
- Computer ScienceICLR
This paper demonstrates on a range of challenging experiments that BA consistently improves upon the performance of traditional mean aggregation while remaining computationally efficient and fully compatible with existing NP-based models.
FEM Simulation of Bioimpedance-Based Monitoring of Ventricular Dilation and Intracranial Pulsation
Insights of posture dependent pressure characteristics in five rats
- Fabian Flürenbrock, Simone Schwander, M. Schmid Daners
- MedicineCurrent Directions in Biomedical Engineering
- 1 October 2021
It was shown that despite the inherent challenges of limited space for sensor implants and rapid movements leading to strong artefacts, influences on CSF related pressure fluctuations due to posture changes can be observed in individual rats.