A survey of convolutional neural networks: analysis, applications, and prospects

Z Li, F Liu, W Yang, S Peng… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
A convolutional neural network (CNN) is one of the most significant networks in the deep
learning field. Since CNN made impressive achievements in many areas, including but not …

A survey on distributed machine learning

J Verbraeken, M Wolting, J Katzy… - Acm computing surveys …, 2020 - dl.acm.org
The demand for artificial intelligence has grown significantly over the past decade, and this
growth has been fueled by advances in machine learning techniques and the ability to …

A survey of deep learning techniques for autonomous driving

S Grigorescu, B Trasnea, T Cocias… - Journal of field …, 2020 - Wiley Online Library
The last decade witnessed increasingly rapid progress in self‐driving vehicle technology,
mainly backed up by advances in the area of deep learning and artificial intelligence (AI) …

Deep learning with edge computing: A review

J Chen, X Ran - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Deep learning is currently widely used in a variety of applications, including computer vision
and natural language processing. End devices, such as smartphones and Internet-of-Things …

A systematic survey on energy-efficient techniques in sustainable cloud computing

S Bharany, S Sharma, OI Khalaf, GM Abdulsahib… - Sustainability, 2022 - mdpi.com
Global warming is one of the most compelling environmental threats today, as the rise in
energy consumption and CO2 emission caused a dreadful impact on our environment. The …

Artificial intelligence applications in the development of autonomous vehicles: A survey

Y Ma, Z Wang, H Yang, L Yang - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
The advancement of artificial intelligence (AI) has truly stimulated the development and
deployment of autonomous vehicles (AVs) in the transportation industry. Fueled by big data …

FPGA-based accelerators of deep learning networks for learning and classification: A review

A Shawahna, SM Sait, A El-Maleh - ieee Access, 2018 - ieeexplore.ieee.org
Due to recent advances in digital technologies, and availability of credible data, an area of
artificial intelligence, deep learning, has emerged and has demonstrated its ability and …

[HTML][HTML] Computer vision algorithms and hardware implementations: A survey

X Feng, Y Jiang, X Yang, M Du, X Li - Integration, 2019 - Elsevier
The field of computer vision is experiencing a great-leap-forward development today. This
paper aims at providing a comprehensive survey of the recent progress on computer vision …

In-datacenter performance analysis of a tensor processing unit

NP Jouppi, C Young, N Patil, D Patterson… - Proceedings of the 44th …, 2017 - dl.acm.org
Many architects believe that major improvements in cost-energy-performance must now
come from domain-specific hardware. This paper evaluates a custom ASIC---called a Tensor …

Neurosurgeon: Collaborative intelligence between the cloud and mobile edge

Y Kang, J Hauswald, C Gao, A Rovinski… - ACM SIGARCH …, 2017 - dl.acm.org
The computation for today's intelligent personal assistants such as Apple Siri, Google Now,
and Microsoft Cortana, is performed in the cloud. This cloud-only approach requires …