TA5-WP2/WP5: Working meeting - neural networks on FPGAs

Tuesday 4 Nov 2025, 09:30 → 10:30 Europe/Berlin

https://cern.zoom.us/j/63229680038?pwd=Y3VzTDZaUys5cmFnRExzS2V4bUx6QT09

09:30 → 09:40 Introduction

• text comments by Christiane on WP4-2 report are/will be implemented by Johann
• publication of data sets for FPGA ANN training 
• Bonn code is already public as part of workshop
• Mainz will check until December if publication is possible 
• Dresden/Johann can work on public ATLAS-LAr code in January
• Mainz work on clustering/jet reco?
• presentation at workshop sufficient as a report?
• ATLAS LAr remapping studies are related? 
• Arno: ask Andreas if slides enough or report needed
• convert autoencoder for noise burst tagging into a short note and 1-2 slides for Andreas for annual meeting
• add evidential regression work by Arthur?
• possibly add auto-encoder work from Bonn, too
• note writing in January
• create an overleaf doc with headings/keywords
• publication of code and data?
• close-out workshop 2026?
• extension of topics: minimal ANN models on FPGA and other platforms like GPUs
• collect ideas until December
• next meeting: Dec 9 at 9h30

09:40 → 10:00 Discussion TA5 WP2-4 report

Overleaf