activity
20192026
most citedCompressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML

114 citations · 520 across the 15 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

physics.ins-det2022

Real-time Inference with 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-rate Particle Imaging Detectors

Yeon-jae Jwa, Giuseppe Di Guglielmo, Lukas Arnold +2

We present a custom implementation of a 2D Convolutional Neural Network (CNN) as a viable application for real-time data selection in high-resolution and high-rate particle imaging…