22nd Virtual IEEE Real Time Conference

Session

Invited talk 01

12 Oct 2020, 13:45

241. Real-time machine learning in embedded systems for particle physics

TRAN, Nhan Viet (Fermi National Accelerator Lab. (US))

12/10/2020, 13:45

Invited Talk

We discuss applications and opportunities for the machine learning in real-time embedded systems in particle physics. This talk will focus on how to implement machine learning algorithms in systems with FPGAs and ASICs for a variety of use-cases. We will review essential ideas for designing and optimizing efficient algorithms in hardware and emerging tool flows to accelerate algorithm...