Contributions

Generalizing to more sensor types and machine learning algorithms.

Question: what other sensor types? what can we detect?

Enable sharing of data and models (and portability).

Question: do we first need to re-build Exemplar or MAGIC to do this?
Question: is there a specific domain that we can start with?

One take on this is peer-to-peer repository of shared models and data.
Another take is an interface for tweaking and calibrating and modifying examples for your own needs.

Focusing specifically on audio recognition examples.

Question: what can you actually do on a microcontroller?
Question: why use a microcontroller at all?

Running on Microcontrollers

Part of the research is figuring out what's possible to do on a microcontroller.