Biography
Jan Jongboom leads the global evangelism team at Arm, the company behind the ARM architecture, shipping 22 billion chips last year. He’s always looking to connect more devices to the internet, tries to make computers smarter than humans and there's a monument in San Francisco with his name on it.
Presentation
Machine Learning on 1 cm2
When we think about machine learning we think of data centers full of servers, crunching numbers. But what if we can run machine learning models directly on our smart devices? No longer do we send raw data streams over the internet, reducing latency, power consumption, and privacy concerns. This talk covers recent developments for scaling down models, reducing memory requirements and specialized silicon. The future of ML is tiny.