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design and verification of advanced architectures are included. Efficient implementations of integrated circuits, bridging performance and energy perspectives, are becoming increasingly important in many
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changing networks, so that the systems become secure, robust, efficient, scalable, and flexible, and so that the systems become simple to construct and modify. The area includes: Software architectures and
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of the PhD project is to study the effects of heat fluctuations on thermoelectric transport in nanoscale heat engines. In addition, the position may include development of various other device architectures
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statistical models and deep architectures that can contribute to improved ability to diagnose, prognosticate, and stratify neurodegenerative diseases, such as Alzheimer's disease. Specifically, the project will