A survey on deep learning and its applications

S Dong, P Wang, K Abbas - Computer Science Review, 2021 - Elsevier
… In this section, we survey the basic of deep learning-based models and discuss their …
present, the deep learning mainly includes stacked automatic encoder, deep belief network, deep

A survey on deep learning: Algorithms, techniques, and applications

S Pouyanfar, S Sadiq, Y Yan, H Tian, Y Tao… - … computing surveys  …, 2018 - dl.acm.org
… more complex, deep learning has been in its path to be a critical tool to cater to big data
analysis. In our survey, challenges and opportunities in key areas of deep learning are raised …

A survey of deep learning: Platforms, applications and emerging research trends

WG Hatcher, W Yu - IEEE access, 2018 - ieeexplore.ieee.org
survey provides a valuable reference for new deep learning practitioners, as well as those
seeking to innovate in the application of deep learning… of future deep learning application and …

A survey of deep learning and its applications: a new paradigm to machine learning

S Dargan, M Kumar, MR Ayyagari, G Kumar - Archives of Computational …, 2020 - Springer
… and conventional learning approaches and the major … , a comprehensive survey of the major
applications of deep learning … the contribution of that respective application in the real world. …

A tutorial survey of architectures, algorithms, and applications for deep learning

L Deng - APSIPA transactions on Signal and Information …, 2014 - cambridge.org
… and applications, and analyze its future directions. The goal of this tutorial survey is to
introduce the emerging area of deep learning or hierarchical learning to the APSIPA community. …

A survey of deep learning applications to autonomous vehicle control

S Kuutti, R Bowden, Y Jin, P Barber… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… paper surveys a wide range of research works reported in the literature which aim to control
a vehicle through deep learning … and limitations of available deep learning methods through …

A survey on deep learning empowered IoT applications

X Ma, T Yao, M Hu, Y Dong, W Liu, F Wang… - IEEE Access, 2019 - ieeexplore.ieee.org
… efficiently for various IoT applications on smart devices. In this article, we survey the literature
on leveraging deep learning to various IoT applications. We aim to give insights on how …

[HTML][HTML] A survey of deep learning methods for cyber security

DS Berman, AL Buczak, JS Chavis, CL Corbett - Information, 2019 - mdpi.com
applications to detect new variants of malware and zero-day attacks. In this survey paper, we
outlined the application of … types that targeted networks, application software, host systems, …

[HTML][HTML] A state-of-the-art survey on deep learning theory and architectures

MZ Alom, TM Taha, C Yakopcic, S Westberg, P Sidike… - electronics, 2019 - mdpi.com
deep learning began. Furthermore, DL approaches that have been explored and evaluated
in different application domains are also included in this survey… and evaluating deep learning

A survey of deep neural network architectures and their applications

W Liu, Z Wang, X Liu, N Zeng, Y Liu, FE Alsaadi - Neurocomputing, 2017 - Elsevier
deep learning architectures and their practical applications. An up-to-date overview is provided
on four deep learning … , convolutional neural network, deep belief network, and restricted …