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检索条件"主题词=Training algorithm"
208 条 记 录,以下是121-130 订阅
排序:
Effects of supervised Self Organising Maps parameters on classification performance
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ANALYTICA CHIMICA ACTA 2013年 765卷 45-53页
作者: Ballabio, Davide Vasighi, Mandi Filzmoser, Peter Univ Milano Bicocca Dept Environm Sci Milano Chemometr & QSAR Res Grp I-20126 Milan Italy IASBS Dept Comp Sci & Informat Technol Zanjan Iran Vienna Univ Technol Dept Stat & Probabil Theory A-1040 Vienna Austria
Self Organising Maps (SOMs) are one of the most powerful learning strategies among neural networks algorithms. SOMs have several adaptable parameters and the selection of appropriate network architectures is required ... 详细信息
来源: 评论
Degenerated simplex search method to optimize neural network error function
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KYBERNETES 2013年 第1-2期42卷 106-124页
作者: Ahmed, Shamsuddin Univ S Pacific Grad Sch Business Suva Fiji
Purpose - The purpose of this paper is to present a degenerated simplex search method to optimize neural network error function. By repeatedly reflecting and expanding a simplex, the centroid property of the simplex c... 详细信息
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Optimization of Prediction Error in CO2 Laser Cutting process by Taguchi Artificial Neural Network Hybrid with Genetic algorithm
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APPLIED MATHEMATICS & INFORMATION SCIENCES 2013年 第1期7卷 363-370页
作者: Nukman, Y. Hassan, M. A. Harizam, M. Z. Univ Malaya Fac Engn Dept Engn Design & Mfg Kuala Lumpur 50603 Malaysia Assiut Univ Fac Engn Dept Mech Engn Assiut 71516 Egypt
Simulation and prediction of CO2 laser cutting of Perspex glass has been done by feed forward back propagation Artificial Neural Network (ANN). Experimental data of Taguchi orthogonal array L9 was used to train the AN... 详细信息
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A Comparison of Neural Network Backpropagation algorithms for Electricity Load Forecasting
A Comparison of Neural Network Backpropagation Algorithms fo...
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IEEE International Workshop on Intelligent Energy Systems (IWIES)
作者: Pan, Xinxing Lee, Brian Zhang, Chunrong Athlone Inst Technol Software Res Inst Athlone Ireland
Load forecasting plays a significant role in planning and operation of electrical power networks. Artificial neural networks have been extensively employed for load forecasting over the last 20 years, owing to their p... 详细信息
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Local Directional Pattern (LDP) Based Fingerprint Matching Using SLFNN
Local Directional Pattern (LDP) Based Fingerprint Matching U...
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IEEE 2nd International Conference on Image Information Processing (ICIIP)
作者: Kumar, Ravinder Chandra, Pravin Hanmandlu, Madasu GGSIP Univ Uni Sch Informat & Commun Tech Sect 16C Dwarka Delhi India IIT Dept Elect Engn New Delhi India
Recently a number of biometric indicators are in use for human identification, but the fingerprint based individual identification is still the dominating biometric indicator. In this paper, we present a fingerprint m... 详细信息
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Designing Stepped Impedance Microstrip Low-Pass Filters Using Artificial Neural Network at 1.8 GHz
Designing Stepped Impedance Microstrip Low-Pass Filters Usin...
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3rd International Conference on Communication Systems and Network Technologies (CSNT)
作者: Kushwah, Vivek Singh Tomar, Geetam S. Bhadauria, Sarita Singh Amity Sch Engn & Technol Dept Elect Gwalior India
In this paper a design technique for a Stepped impedance Microstrip Low-pass filters is presented by using the artificial neural network (ANN) modeling method. Required dimensions of the microstrip filter layout are u... 详细信息
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An Intuitionistic Fuzzy Neural Network with Triangular Membership Function
An Intuitionistic Fuzzy Neural Network with Triangular Membe...
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Chinese Intelligent Automation Conference (CIAC)
作者: Zhou, Xiaoguang Zhao, Renhou Zhang, Lili Flight Simulat & Training CenterNavy Aviat Acad Hu Ludao 125001 Liaoning Peoples R China Changchun Univ Sci & Technol Coll Optoelect Engn Changchun 130022 Jilin Peoples R China
In this paper, an intuitionistic fuzzy neural network model with a triangular membership and 1 minus triangular form non-membership functions is proposed. The network structure has six layers, and adopts Mandani's... 详细信息
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Fingerprint matching using rotational invariant image based descriptor and machine learning techniques
Fingerprint matching using rotational invariant image based ...
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6th International Conference on Emerging Trends in Engineering and Technology (ICETET)
作者: Kumar, Ravinder Chandra, Pravin Hanmandlu, Madasu GGSIP Univ Univ Sch Informat & Comm Technol Sect 16C Delhi India Indian Inst Technol Dept Elect Engn New Delhi 110016 India
The reliability of fingerprint matching system is highly depends on the perfect alignment algorithm and a suitable matching techniques, which assign a label to the input fingerprint image. In this paper, we propose a ... 详细信息
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The Improved training algorithm of Back Propagation Neural Network with Self-adaptive Learning Rate
The Improved Training Algorithm of Back Propagation Neural N...
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2009 International Conference on Computational Intelligence and Natural Computing(CINC 2009)
作者: Yong Li, Yang Fu, Hui Li and Si-Wen Zhang School of Energy Resources and Mechanical Engineering Northeast Dianli University Jilin City, China
This paper addresses the questions of improving convergence performance for back propagation (BP) neural network. For traditional BP neural network algorithm, the learning rate selection is depended on experience and ... 详细信息
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Random Sampler M-Estimator algorithm With Sequential Probability Ratio Test for Robust Function Approximation via Feed-Forward Neural Networks
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2013年 第7期24卷 1074-1085页
作者: El-Melegy, Moumen T. Assiut Univ Dept Elect Engn Assiut 71516 Egypt
This paper addresses the problem of fitting a functional model to data corrupted with outliers using a multilayered feed-forward neural network. Although it is of high importance in practical applications, this proble... 详细信息
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