Recent advances in deep learning: An overview

MR Minar, J Naher - arXiv preprint arXiv:1807.08169, 2018 - arxiv.org
Deep Learning is one of the newest trends in Machine Learning and Artificial Intelligence
research. It is also one of the most popular scientific research trends now-a-days. Deep …

The history began from alexnet: A comprehensive survey on deep learning approaches

MZ Alom, TM Taha, C Yakopcic, S Westberg… - arXiv preprint arXiv …, 2018 - arxiv.org
Deep learning has demonstrated tremendous success in variety of application domains in
the past few years. This new field of machine learning has been growing rapidly and applied …

A survey on the new generation of deep learning in image processing

L Jiao, J Zhao - Ieee Access, 2019 - ieeexplore.ieee.org
During the past decade, deep learning is one of the essential breakthroughs made in
artificial intelligence. In particular, it has achieved great success in image processing …

Review of deep learning

R Zhang, W Li, T Mo - arXiv preprint arXiv:1804.01653, 2018 - arxiv.org
In recent years, China, the United States and other countries, Google and other high-tech
companies have increased investment in artificial intelligence. Deep learning is one of the …

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

WG Hatcher, W Yu - IEEE access, 2018 - ieeexplore.ieee.org
Deep learning has exploded in the public consciousness, primarily as predictive and
analytical products suffuse our world, in the form of numerous human-centered smart-world …

[HTML][HTML] Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

L Alzubaidi, J Zhang, AJ Humaidi, A Al-Dujaili… - Journal of big Data, 2021 - Springer
In the last few years, the deep learning (DL) computing paradigm has been deemed the
Gold Standard in the machine learning (ML) community. Moreover, it has gradually become …

Deep learning in visual computing and signal processing

D Xie, L Zhang, L Bai - Applied Computational Intelligence and …, 2017 - Wiley Online Library
Deep learning is a subfield of machine learning, which aims to learn a hierarchy of features
from input data. Nowadays, researchers have intensively investigated deep learning …

On the origin of deep learning

H Wang, B Raj - arXiv preprint arXiv:1702.07800, 2017 - arxiv.org
This paper is a review of the evolutionary history of deep learning models. It covers from the
genesis of neural networks when associationism modeling of the brain is studied, to the …

Deep challenges associated with deep learning

O Sharma - 2019 international conference on machine learning …, 2019 - ieeexplore.ieee.org
Deep learning is a recent emerging field of research in data science. Deep learning is
essentially a combination of artificial intelligence and machine learning. Inspired by brain …

Big data deep learning: challenges and perspectives

XW Chen, X Lin - IEEE access, 2014 - ieeexplore.ieee.org
Deep learning is currently an extremely active research area in machine learning and
pattern recognition society. It has gained huge successes in a broad area of applications …