rule4ml: an open-source tool for resource utilization and latency estimation for ML models on FPGA

rule4ml: an open-source tool for resource utilization and latency estimation for ML models on FPGA

Implementing machine learning (ML) models on field-programmable gate arrays (FPGAs) is becoming increasingly popular across various domains as a low-latency and low-power solution that helps manage large data rates generated by continuously improving detectors. However, developing ML models for FPGA...

Full description

Saved in:
Bibliographic Details
Main Authors: Mohammad Mehdi Rahimifar, Hamza Ezzaoui Rahali, Audrey C Therrien
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Machine Learning: Science and Technology
Subjects:
machine learning
deep learning
neural networks
FPGA
optimization
EdgeML
Online Access:https://doi.org/10.1088/2632-2153/ada71c
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1088/2632-2153/ada71c

Similar Items