An overview of FPGA based deep learning accelerators: challenges and opportunities

T Wang, C Wang, X Zhou… - 2019 IEEE 21st …, 2019 - ieeexplore.ieee.org
With the rapid development of in-depth learning, neural network and deep learning
algorithms have been widely used in various fields, eg, image, video and voice processing …

A survey of FPGA based deep learning accelerators: Challenges and opportunities

T Wang, C Wang, X Zhou, H Chen - arXiv preprint arXiv:1901.04988, 2018 - arxiv.org
With the rapid development of in-depth learning, neural network and deep learning
algorithms have been widely used in various fields, eg, image, video and voice processing …

[PDF][PDF] A Novel Diagnosis Concept for Verification of Neural Networks on the Target Hardware

I Wunderlich, J Braunes, RG Spallek - INTELLI 2023, 2023 - researchgate.net
Neural networks are increasingly being used in embedded applications. It is important to
check whether the trained network fulfills its tasks not only in simulations, but also on real …