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书籍 Neural_and_Fuzzy_Logic_Control
The idea of writing this book arose from the need to investigate the main principles of
modern power electronic control strategies, using fuzzy logic and neural networks, for
research and teaching. Primarily, the book aims to be a quick learning guide for
postgraduate/undergraduate students or desig ...
书籍 Auto-Machine-Learning-Methods-Systems-Challenges
The past decade has seen an explosion of machine learning research and appli-
cations; especially, deep learning methods have enabled key advances in many
applicationdomains,suchas computervision,speechprocessing,andgameplaying.
However, the performance of many machine learning methods is very sensi ...
书籍 Computational+Intelligence
The large-scale deployment of the smart grid (SG) paradigm could play a strategic role in
supporting the evolution of conventional electrical grids toward active, flexible and self-
healing web energy networks composed of distributed and cooperative energy resources.
From a conceptual point of view, ...
书籍 Deep_Learning_for_Computer_Architects
This book is intended to be a general introduction to neural networks for those with a computer
architecture, circuits, or systems background. In the introduction (Chapter 1), we define key vo-
cabulary, recap the history and evolution of the techniques, and for make the case for additional
hardware ...
书籍 Foundations of Data Science
Computer science as an academic discipline began in the 1960’s. Emphasis was on
programming languages, compilers, operating systems, and the mathematical theory that
supported these areas. Courses in theoretical computer science covered finite automata,
regular expressions, context-free languages, ...
书籍 Guide to Convolutional Neural Networks
General paradigm in solving a computer vision problem is to represent a raw image
using a more informative vector called feature vector and train a classifier on top of
feature vectors collected from training set. From classification perspective, there are
several off-the-shelf methods such as gradi ...
论文 Satellite-UAV-Vehicle Integrated Networks
空天地一体化通信综述,卫星、无人机、地面蜂窝系统协同网络
技术资料 5G中的SDN-NFV和云计算.pdf
5G中的SDN-NFV和云计算.pdf摘 要 通过介绍广义的SDN/NFV和云计算,结合未来5G网络的特点,分析了5G中上述技术的 应用前景和技术定位;结合5G的网络特点和现有网络的部署情况,总结了各技术间的逻辑关系以及运 营商的侧重点。引言 SDN/NFV 和云计算都是起源于 IT 领域的技术。 如今,云计算已经非常成熟,在 IT 领域已经大规 ...
技术资料 无线传感器网络中基于模糊理论的决策级数据融合技术的分析
摘要:无线传感器网络(Wireless Sensor Networks,wSN是由许多具有低功率无线收发装置的传感器节点组成,它们监测采集周边环境信息并传送到基站进行处理在某一时刻通过wSN采集的数据量非常大,如何正确、高效地处理这些数据成为当前WSN研究中的一个热点。传感器节点一般部署在恶劣环境中,一些偶然因素会使采集的数据中出 ...
技术资料 基于遗传算法的BP神经网络的优化研究及MATLAB仿真
随着人类社会的进步,科学技术的发展日新月异,模拟人脑神经网络的人工神经网络已取得了长足的发展。经过半个多世纪的发展,人工神经网络在计算机科学,人工智能,智能控制等方面得到了广泛的应用。当代社会是一个讲究效率的社会,科技更新领域也是如此。在人工神经网络研究领域,算法的优化显得尤为重要,对提高网络整体性 ...