Extremely Constrained Machine Learning on Edge Devices

The MLAI Meetup is a community for AI researchers and professionals which hosts monthly talks on exciting research. Our format is:

• 6:00 - 6:20: Socializing
• 6:20 - 6:40: Announcements and AI news
• 6:40 - 7:40: Talk(s) and Q&A
• 7:40 - 8:00 Networking
• 8:00: Head to the nearest pub for dinner

Presenters: Mat Kelcey

Abstract: Running models on extremely constrained devices makes for some fun applied research problems. In this talk we'll do a dive into a number of the approaches used, primarily focused on the development of a series of novel architectures for microcontrollers and FPGAs. We'll talk about the research and development aspects of these models as well as some broad examples of production uses to date.