Deep Learning On Gpus

Deep Learning On GPUs is a computational framework that leverages the parallel processing architecture of graphics processing units to accelerate the training and inference of deep neural networks, distinguishing it from traditional CPU-based deep learning approaches by its ability to efficiently handle large-scale matrix operations inherent in hierarchical feature learning.

1.1K

Publications

186.8K

Citations

Authors

788

Institutions

Publications per year

2017–2026

916

Parents

Graphics Processing Units

Publications

1.1K

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollár, Ross Girshick et al. · 2017 · 28.7K citations

Computing, Computer Science, High-performance Computing +16

Caffe

Yangqing Jia, Evan Shelhamer, Jeff Donahue et al. · 2014 · 11.2K citations

Computing, Cloud Computing, Computer Science +16

TensorFlow: A system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · arXiv (Cornell University) · 2016 · 8.8K citations · Full text

Computing, Computer Engineering, Computer Science +15

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Wenzhe Shi, José Caballero, Ferenc Huszár et al. · 2016 · 7.1K citations

Computing, Computer Science, Computer Vision +13

TensorFlow: a system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen et al. · Operating Systems Design and Implementation · 2016 · 6.4K citations

Computing, Computer Engineering, Computer Science +15

1–5 of 1.1K

Authors

AA
Ammar Ahmad Awan
The Ohio State University, United States
17 publications · 853 citations
15
h-index
XC
Xiaowen Chu
Hong Kong Baptist University, Hong Kong SAR China
14 publications · 1.1K citations
14
h-index
SS
Shaohuai Shi
Hong Kong Baptist University, Hong Kong SAR China
11 publications · 880 citations
11
h-index
DK
Dhabaleswar K. Panda
The Ohio State University, United States
11 publications · 450 citations
11
h-index
HS
Hari Subramoni
The Ohio State University, United States
11 publications · 363 citations
11
h-index

1–5 of 4K

Institutions

788

1–8 of 788

Venues

arXiv (Cornell University)
Repository · 239 publications · 49.1K citations
74
h-index
IEEE Transactions on Parallel and Distributed Systems
TPDS · 24 publications · 1.1K citations
20
h-index
IEEE Access
22 publications · 2K citations
16
h-index
Sensors
11 publications · 985 citations
11
h-index
Applied Sciences
9 publications · 466 citations
9
h-index

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