SIDDHARTH JOSHI

We are actively looking for motivated students who are interested in pursuing Ph.D. degrees in the topic of exploring algorithms, architectures, or circuit-level techniques to develop energy-efficient intelligent systems... At the Intelligent Microsystems Lab, our research traverses various levels of abstraction including systems, circuits, and algorithm design residing at the interface of machine intelligence and cyber-physical systems. We study neuromorphic and other non-von Neumann architectures where we leverage energy efficiencies in analog-CMOS and alternative (Beyond CMOS) computing structures to deliver orders of magnitude improvement in the performance of adaptive and learning systems. We work closely with groups developing new devices and materials to help us develop new chips aimed at achieving the limits of energy efficiency.

Also known as: University of Notre Dame