We present an interpretable implementation of the autoencoding algorithm, used as an anomaly detector, built with a forest of deep decision trees on FPGA, field programmable gate arrays. Scenarios at the Large Hadron Collider at CERN are considered, for
For this reason, it has become very necessary to analyse real time data in many fields to enable quick reaction to momentary events [20]. In computer networks for example, if a switch port reports high bandwidth utilization, the network administrator will need to monitor the live utilization ...
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Filter modules are labeled “cdsFiltCtrl”. At the left of the diagram, a gray box represents a matrix (labeled “PD_DOF_MTRX”) that handles “rotation” of sensor input signals into the canonical longitudinal degree of freedom basis for the interferometers. Near the right another matrix (...
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Real-time registration of a camera array in an image capture device may be implemented in the field by adjusting a selected subset of independent parameters in a mapping function, termed registration
This paper presents the Patient-Centered Outcomes Research within the Medical Informatics Initiative (PCOR-MII) project, focusing on the integration of patient-reported outcomes (PROs) into a large-scale national data sharing infrastructure, established in Germany by the Medical Informatics Initiative (MI...
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