1. Energy Scalable Radio Design

2. Embedded Deep Learning

3. Analog-and-Algorithm-Assisted Ultra-low Power Biosignal Acquisition Systems

4. Efficient Execution of Irregular Dataflow Graphs: Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra

5. Hardware-Aware Probabilistic Machine Learning Models : Learning, Inference and Use Cases