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
… on leveraging deep learning to various IoT applications. We aim to give insights on how
deep learning tools can be applied from diverse perspectives to empower IoT applications in …

[HTML][HTML] Deep learning applications for IoT in health care: A systematic review

H Bolhasani, M Mohseni, AM Rahmani - Informatics in Medicine Unlocked, 2021 - Elsevier
… are the primary data sources for deep learning systems. Several potential issues such as …
the pivotal part of deep learning. In this paper, deep learning for IoT applications in health care …

Deep learning for IoT big data and streaming analytics: A survey

M Mohammadi, A Al-Fuqaha, S Sorour… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
… We review a wide range of IoT applications that have used DL in their context. We also
provide a comparison and a guideline for using different types of DNN in the various …

A review on deep learning techniques for IoT data

K Lakshmanna, R Kaluri, N Gundluru, ZS Alzamil… - Electronics, 2022 - mdpi.com
… promote IoT applications. We will demonstrate how using DL to enhance IoT applications can
… The issues, challenges and possible research directions for DL in IoT applications are also …

Learning IoT in edge: Deep learning for the Internet of Things with edge computing

H Li, K Ota, M Dong - IEEE network, 2018 - ieeexplore.ieee.org
… it as a typical IoT application with deep learning. Thus, as shown in Fig. 1, we use a video
recognition IoT application as the example to introduce deep learning for IoT. There are …

Deep learning for intelligent IoT: Opportunities, challenges and solutions

YB Zikria, MK Afzal, SW Kim, A Marin… - Computer …, 2020 - Elsevier
Deep learning (DL) is one of the types of ML, and it is computationally complex and … to
merge deep learning methods with IoT to overall improve the efficiency of the IoT applications. An …

Deep learning in the industrial internet of things: Potentials, challenges, and emerging applications

RA Khalil, N Saeed, M Masood, YM Fard… - … Internet of Things …, 2021 - ieeexplore.ieee.org
… The enormous number of IoT devices generates a large volume of data that requires further
… such as deep learning (DL). Notably, DL algorithms, when applied to the Industrial IoT (IIoT), …

Role of machine learning and deep learning in securing 5G-driven industrial IoT applications

P Sharma, S Jain, S Gupta, V Chamola - Ad Hoc Networks, 2021 - Elsevier
… paper largely focus on Deep Learning techniques in IoT but does not provide a solid
background for the overall security architecture of IoT and Machine Learning aspects. This makes it …

Architecture, generative model, and deep reinforcement learning for IoT applications: Deep learning perspective

S Malik, AK Tyagi, S Mahajan - … Intelligence-based Internet of Things …, 2022 - Springer
… Section 2 discusses the evolution of deep learning techniques in detail… IoT applications
with deep learning. Further, the scope of computer vision or machine learning and deep learning

[PDF][PDF] Design of deep learning algorithm for IoT application by image based recognition

IJ Jacob, PE Darney - Journal of ISMAC, 2021 - academia.edu
… at these IoT security and privacy applications through the … deep learning algorithms used
and IoT security concerns, we investigated IoT security for privacy via security applications [16]. …