ML4FE Workshop, University of Hawaii

Session

Technology

May 19, 2025, 8:30 AM

Conveners

Technology

• Keisuke Yoshihara (University of Hawaii at Manoa)

Technology

• Jennifer Ott (University of Hawaii Manoa)

1. Overview of challenges and goals

Ryan Herbst (SLAC National Accelerator Laboratory)

5/19/25, 8:30 AM

12. ASICs

Christian Herwig (University of Michigan)

5/19/25, 9:00 AM

15. Heterogeneous computing/TDAQ & hls4ml

Javier Duarte (UC San Diego)

5/19/25, 9:20 AM

13. Photonics

Sajjad Moazeni (University of Washington)

5/19/25, 10:40 AM

16. Mixed-Signal Interfaces and Compute Fabrics for tinyML Systems

Boris Murmann (University of Hawaii)

5/19/25, 11:00 AM

Over the past decade, machine learning algorithms have been deployed in many cloud-centric applications. However, as the application space continues to grow, various algorithms are now embedded “closer to the sensor,” eliminating the latency, privacy and energy penalties associated with cloud access. In this talk, I will review circuit techniques that can improve the energy efficiency of...

47. Front-end Waveform Readout Electronics and Data Acquisition to enable AI Edge Computing

Luca Macchiarulo

5/19/25, 11:20 AM

54. Discussion/Overflow

5/19/25, 11:40 AM