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检索条件"主题词=BackPropagation Algorithm"
286 条 记 录,以下是151-160 订阅
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Comparative Analysis of Bayesian Regularization and Levenberg-Marquardt Training algorithm for Localization in Wireless Sensor Network
Comparative Analysis of Bayesian Regularization and Levenber...
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International Conference on Advanced Communication Technology
作者: Ashish Payal C. S. Rai B. V. R. Reddy University School of Information & Communication Technology GGS Indraprastha University New Delhi India
Wireless sensor networks (WSNs) have many applications in the field of disaster management, military, healthcare and environmental monitoring. Capability of WSNs is further enhanced by the efficient localization algor... 详细信息
来源: 评论
IP Core Based Hardware Implementation of Multi-layer Perceptrons on FPGAs: A Parallel Approach
IP Core Based Hardware Implementation of Multi-layer Percept...
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International Conference on Materials Science and Information Technology (MSIT 2011)
作者: Li, Xiaojun Li, Lin S China Univ Technol Sch Mech & Automot Engn Guangzhou Guangdong Peoples R China
There're many models derived from the famous bio-inspired artificial neural network (ANN). Among them, multi-layer perceptron (MLP) is widely used as a universal function approximator. With the development of EDA ... 详细信息
来源: 评论
Neural Network & Genetic algorithm Based Approach to Network Intrusion Detection & Comparative Analysis of Performance
Neural Network & Genetic Algorithm Based Approach to Network...
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15th International Conference on Computer and Information Technology (ICCIT)
作者: Pal, Biprodip Hasan, Md. Al Mehedi Rajshahi Univ Engn & Technol Dept Comp Sci & Engn Rajshahi Bangladesh
In this paper backpropagation learning algorithm and genetic algorithm is applied for network intrusion detection and also to classify the detected attacks into proper types. During the training process of the backpro... 详细信息
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A highly efficient implementation of a backpropagation learning algorithm using matrix ISA
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JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING 2008年 第7期68卷 949-961页
作者: Soliman, Mostafa I. Mohamed, Samir A. S Valley Univ Comp & Control Sect Dept Elect Engn Fac Engn Aswan Egypt
backpropagation (BP) is the most famous learning algorithm for Artificial Neural Networks (ANN). BP has received intensive research efforts to exploit its parallelism in order to reduce the training time for complex p... 详细信息
来源: 评论
An Enhanced Parallel backpropagation Learning algorithm for Multilayer Perceptrons
An Enhanced Parallel Backpropagation Learning Algorithm for ...
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7th World Congress on Intelligent Control and Automation
作者: Ting, Li Min, Wu Cent S Univ Sch Informat Sci & Engn Changsha Hunan Peoples R China
backpropagation learning algorithm for multilayer perceptrons (MLPs) has disadvantages of slow convergence and easily being trapped into local optimum. Inspired by efficient global searching ability of particle swarm ... 详细信息
来源: 评论
Multilayer perceptrons and radial basis function neural network methods for the solution of differential equations: A survey
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COMPUTERS & MATHEMATICS WITH APPLICATIONS 2011年 第10期62卷 3796-3811页
作者: Kumar, Manoj Yadav, Neha Motilal Nehru Natl Inst Technol Dept Math Allahabad 211004 UP India
Since neural networks have universal approximation capabilities, therefore it is possible to postulate them as solutions for given differential equations that define unsupervised errors. In this paper, we present a wi... 详细信息
来源: 评论
WBCD breast cancer database classification applying artificial metaplasticity neural network
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EXPERT SYSTEMS WITH APPLICATIONS 2011年 第8期38卷 9573-9579页
作者: Marcano-Cedeno, A. Quintanilla-Dominguez, J. Andina, D. Tech Univ Madrid Grp Automat Signals & Commun Madrid Spain
The correct diagnosis of breast cancer is one of the major problems in the medical field. From the literature it has been found that different pattern recognition techniques can help them to improve in this domain. Th... 详细信息
来源: 评论
Influence of the input layer signals of ANNs on wind power estimation for a target site: A case study
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RENEWABLE & SUSTAINABLE ENERGY REVIEWS 2011年 第3期15卷 1556-1566页
作者: Velazquez, Sergio Carta, Jose A. Matias, J. M. Univ Las Palmas Gran Canaria Dept Mech Engn Las Palmas Gran Canaria 35017 Canary Islands Spain Univ Las Palmas Gran Canaria Dept Elect & Automat Engn Las Palmas Gran Canaria 35017 Canary Islands Spain Univ Vigo Dept Stat Vigo 36200 Spain
In the scientific literature concerning renewable energies there have been proposals for the use of Artificial Neural Networks (ANNs) as a tool to estimate the mean wind speed at a target station for which only incomp... 详细信息
来源: 评论
Breast cancer classification applying artificial metaplasticity algorithm
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NEUROCOMPUTING 2011年 第8期74卷 1243-1250页
作者: Marcano-Cedeno, A. Quintanilla-Dominguez, J. Andina, D. Tech Univ Madrid Grp Automat Signals & Commun Madrid Spain
A novel improvement in neural network training for pattern classification is presented in this paper. The proposed training algorithm is inspired by the biological metaplasticity property of neurons and Shannon's ... 详细信息
来源: 评论
Design and development of logistics workflow systems for demand management with RFID
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EXPERT SYSTEMS WITH APPLICATIONS 2011年 第5期38卷 5428-5437页
作者: Lee, C. K. M. Ho, William Ho, G. T. S. Lau, H. C. W. Nanyang Technol Univ Div Syst & Engn Management Sch Mech & Aerosp Engn Singapore 639798 Singapore Aston Univ Operat & Informat Management Grp Aston Business Sch Birmingham B4 7ET W Midlands England Hong Kong Polytech Univ Dept Ind & Syst Engn Kowloon Hong Kong Peoples R China Univ Western Sydney Sch Management Penrith NSW 2751 Australia
This paper discusses demand and supply chain management and examines how artificial intelligence techniques and RFID technology can enhance the responsiveness of the logistics workflow. This proposed system is expecte... 详细信息
来源: 评论