G. Di Guglielmo

activity

20192026

most citedFast convolutional neural networks on FPGAs with hls4ml

131 citations · 174 across the 15 of their papers we have counts for

collaborators

Showing 2025Show all

2 papers · 1 filter

cs.LG2025

wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation

Benjamin Hawks, Jason Weitz, Dmitri Demler +13

As machine learning (ML) is increasingly implemented in hardware to address real-time challenges in scientific applications, the development of advanced toolchains has significantl…

physics.ins-det2025

Characterization of a 28 nm $smartpixels$ ASIC With On-Chip ML for Particle Tracking Detectors

Benjamin Parpillon, Anthony Badea, Danush Shekar +35

We present a 28 nm CMOS pixel readout integrated circuit implementing in-pixel analog signal processing and on-chip machine learning data filtering for particle tracking detectors.…

wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation

Characterization of a 28 nm smartpixels ASIC With On-Chip ML for Particle Tracking Detectors

Characterization of a 28 nm $smartpixels$ ASIC With On-Chip ML for Particle Tracking Detectors