[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 …

A survey of FPGA-based accelerators for convolutional neural networks

S Mittal - Neural computing and applications, 2020 - Springer
Deep convolutional neural networks (CNNs) have recently shown very high accuracy in a
wide range of cognitive tasks, and due to this, they have received significant interest from the …

A high-throughput and power-efficient FPGA implementation of YOLO CNN for object detection

DT Nguyen, TN Nguyen, H Kim… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Convolutional neural networks (CNNs) require numerous computations and external
memory accesses. Frequent accesses to off-chip memory cause slow processing and large …

Purely self-rectifying memristor-based passive crossbar array for artificial neural network accelerators

K Jeon, JJ Ryu, S Im, HK Seo, T Eom, H Ju… - Nature …, 2024 - nature.com
Memristor-integrated passive crossbar arrays (CAs) could potentially accelerate neural
network (NN) computations, but studies on these devices are limited to software-based …

Short-term wind power prediction based on multidimensional data cleaning and feature reconfiguration

S Wang, B Li, G Li, B Yao, J Wu - Applied Energy, 2021 - Elsevier
Wind power prediction decreases the uncertainty of the entire energy system, which is
essential for balancing energy supply and demand. In order to improve the prediction …

Use of AIOT in health system

ES Mamza - International Journal of Sustainable Development in …, 2021 - ijsdcs.com
IoT in healthcare is an important thing player in providing better scientific centers to the
patients and enables the doctors and hospitals as well. The proposed system right here …

Low‐power computing with neuromorphic engineering

D Liu, H Yu, Y Chai - Advanced Intelligent Systems, 2021 - Wiley Online Library
The increasing power consumption in the existing computation architecture presents grand
challenges for the performance and reliability of very‐large‐scale integrated circuits …

Business Intelligence on the Quality of Decision Making

S Singu - International Journal of Statistical Computation and …, 2021 - journals.threws.com
For the past decade, CIOs have prioritised business intelligence (BI) technologies, but little
is understood about how to properly maintain those systems after the development phase …

A survey of machine learning and its applications

M Madhu, P WHIG - International Journal of Machine Learning for …, 2022 - ijsdcs.com
Nowadays, there is an abundance of data available everywhere. As a result, it is critical to
evaluate this data in order to extract meaningful information and create an algorithm based …

A survey and taxonomy of FPGA-based deep learning accelerators

AG Blaiech, KB Khalifa, C Valderrama… - Journal of Systems …, 2019 - Elsevier
Deep learning, the fastest growing segment of Artificial Neural Network (ANN), has led to the
emergence of many machine learning applications and their implementation across multiple …