We investigate an extreme area in the design space of communicating objects: the area of low energy, small size, and large population. In particular, we approach research problems in the design, implementation and deployment of wireless sensor networks.
We work on the theory, methodology and optimization of deep learning methods as well as their applications on resource-constrained devices in real-world deployments.