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-traditional, e.g., event data) and network structures (for sensor networks). In this project, we will investigate Bayesian deep learning approaches to training models under uncertainty for several sensing
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on the training strategies. In this project, we will investigate Bayesian methods to train deterministic SNNs (with deterministic activation functions) or probabilistic SNNs. Bayesian deep learning methods have
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-Watt have a long–standing track record in researching ground-breaking single photon detection and applications in quantum communications and single-photon imaging. With single-photon avalanche diode
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physics and a track record of research excellence in quantum field theory, effective field theory, conformal field theory, nonperturbative methods, or related areas. We strongly encourage applicants from
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candidate. Key Duties and Responsibilities Conduct and manage research and related administrative activities, with guidance as required, ensuring that project aims, and objectives are met; development
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. The ability to work as part of a team in the experiments in our own laboratories as well as with a diverse group of international collaborators. Desirable Track record of supervision of other researchers, e.g