SMARTHEP Edge Machine Learning School

Welcome to the NextGen and SMARTHEP School on Edge Machine Learning! 

This  training program is designed to provide participants with knowledge and hands-on experience in the emerging field of Edge Machine Learning, tailored for applications at the LHC.

The program includes introductory lectures, tutorials, and seminars covering a variety of related topics, with ample time for discussion. Tutorials include:

• Model compression techniques
• Efficient GPU inference
• Efficient FPGA inference
• Neuromorphic computing and spiking neural networks
  
• Heterogeneous accelerated computing

We will also feature talks on real-time inference applications for autonomous vehicles, satellites, gravitational wave physics, high energy particle physics and more.

Additionally, the program features contributed flash talks and poster sessions, allowing attendees to share their work and insights. And a PhD student poster prize awaits!