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4 articles related to "Hardware Acceleration Of Deep Learning"

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Articles

Review

Published on 28 May 2021

Advances in High-Speed Structured Illumination Microscopy

in Optics and Photonics

Tianyu Zhao
Zhaojun Wang
Tongsheng Chen
Ming Lei
Baoli Yao
Piero R. Bianco

Frontiers in Physics

doi 10.3389/fphy.2021.672555

8,773 views
19 citations

Original Research

Published on 30 Jul 2019

RAPA-ConvNets: Modified Convolutional Networks for Accelerated Training on Architectures With Analog Arrays

in Neuromorphic Engineering

Malte J. Rasch
Tayfun Gokmen
Mattia Rigotti
Wilfried Haensch

Frontiers in Neuroscience

doi 10.3389/fnins.2019.00753

3,658 views
10 citations

Original Research

Published on 18 May 2022

Real-Time Inference With 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-Rate Particle Imaging Detectors

in Big Data and AI in High Energy Physics

Yeon-jae Jwa
Giuseppe Di Guglielmo
Lukas Arnold
Luca Carloni
Georgia Karagiorgi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2022.855184

4,193 views
6 citations

Original Research

Published on 09 Sep 2021

Enabling Training of Neural Networks on Noisy Hardware

in Machine Learning and Artificial Intelligence

Tayfun Gokmen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.699148

15,193 views
36 citations