Embedded intelligence on FPGA: Survey, applications and challenges

KP Seng, PJ Lee, LM Ang - Electronics, 2021 - mdpi.com
Embedded intelligence (EI) is an emerging research field and has the objective to
incorporate machine learning algorithms and intelligent decision-making capabilities into …

Improving the Performance of Whale Optimization Algorithm through OpenCL‐Based FPGA Accelerator

Q Jiang, Y Guo, Z Yang, Z Wang, D Yang, X Zhou - Complexity, 2020 - Wiley Online Library
Whale optimization algorithm (WOA), known as a novel nature‐inspired swarm optimization
algorithm, demonstrates superiority in handling global continuous optimization problems …

FPGA implementation of QUasi-Affine TRansformation evolutionary algorithm

JS Pan, Q Yang, JH Chou, CC Hu, SC Chu - Knowledge-Based Systems, 2023 - Elsevier
Abstract The QUasi-Affine TRansformation Evolutionary (QUATRE) algorithm, a new
intelligence optimization algorithm, has been widely used in many optimization fields. In this …

Methods for improving the efficiency of swarm optimization algorithms. A survey

IA Hodashinsky - Automation and Remote Control, 2021 - Springer
Swarm algorithms belong to the class of population metaheuristic optimization methods.
Despite the use of various metaphors, most swarm algorithms have similar structures, where …

A parallel whale optimization algorithm and its implementation on FPGA

Q Jiang, Y Guo, Z Yang, X Zhou - 2020 IEEE Congress on …, 2020 - ieeexplore.ieee.org
Whale optimization Algorithm (WOA), as a novel nature-inspired swarm optimization
algorithm, has demonstrated superior performance in solving optimization problems …

Методы повышения эффективности роевых алгоритмов оптимизации

ИА Ходашинский - Автоматика и телемеханика, 2021 - mathnet.ru
Роевые алгоритмы относятся к классу популяционных метаэвристических методов
оптимизации. Несмотря на использование различных метафор, большинство роевых …

A highly configurable high-level synthesis functional pattern library

L Huang, T Gao, D Li, Z Wang, K Wang - Electronics, 2021 - mdpi.com
FPGA has recently played an increasingly important role in heterogeneous computing, but
Register Transfer Level design flows are not only inefficient in design, but also require …

Positioning Tank-Wall Magnetic Shunts of a Three-Phase Power Transformer Considering Thermal Effects

MA Arjona, C Hernandez… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article presents an investigation of the optimal positioning of tank-wall magnetic shunts
in power transformers. Magnetic shunts are made of grain-oriented magnetic silicon steel …

Parallel acceleration and improvement of gravitational field optimization algorithm

L Huang, WX Wu, S Yang, Y Lin - Tehnički vjesnik, 2021 - hrcak.srce.hr
Sažetak The Gravitational Field Algorithm, a modern optimization algorithm, mainly
simulates celestial mechanics and is derived from the Solar Nebular Disk Model (SNDM). It …

[PDF][PDF] Embedded Intelligence on FPGA: Survey, Applications and Challenges. Electronics 2021, 10, 895

KP Seng, PJ Lee, LM Ang - 2021 - research.usc.edu.au
Embedded intelligence (EI) is an emerging research field and has the objective to
incorporate machine learning algorithms and intelligent decision-making capabilities into …