NECSTFridayTalk – SoC-FPGA architectures for applications based on machine learning
NECSTFridayTalk
Romina Soledad Molina
Università degli Studi di Trieste (UniTS)
International centre for theoretical physics (ICTP)
DEIB - NECSTLab Meeting Room (Building 20)
On Line via Facebook
October 14th, 2022
12.30 pm
Contacts:
Marco Santambrogio
Research Line:
System architectures
Romina Soledad Molina
Università degli Studi di Trieste (UniTS)
International centre for theoretical physics (ICTP)
DEIB - NECSTLab Meeting Room (Building 20)
On Line via Facebook
October 14th, 2022
12.30 pm
Contacts:
Marco Santambrogio
Research Line:
System architectures
Abstract
On October 14th, 2022 at 12.30 pm "SoC-FPGA architectures for applications based on machine learning", a new appointment of NECSTFridayTalk, will be held by Romina Soledad Molina of Università degli Studi di Trieste (UniTS), International centre for theoretical physics (ICTP).
With the growth of highly demanding applications and the explosion of reconfigurable hardware accelerators as energy-aware alternatives, this talk will present a path on how to efficiently deploy ML-based models on SoC-FPGA. In this context, what can be done to improve the productivity of hardware developers when using high-level synthesis tools?
With the growth of highly demanding applications and the explosion of reconfigurable hardware accelerators as energy-aware alternatives, this talk will present a path on how to efficiently deploy ML-based models on SoC-FPGA. In this context, what can be done to improve the productivity of hardware developers when using high-level synthesis tools?
The NECSTLab is a DEIB laboratory, with different research lines on advanced topics in computing systems: from architectural characteristics, to hardware-software codesign methodologies, to security and dependability issues of complex system architectures.
Every week, the “NECSTFridayTalk” invites researchers, professionals or entrepreneurs to share their work experiences and projects they are implementing in the “Computing Systems”.
Event will hold on line by Facebook.
