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检索条件"主题词=pruning algorithm"
99 条 记 录,以下是91-100 订阅
排序:
On the optimal structure design of multilayer feedforward neural networks for pattern recognition
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INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 2002年 第4期16卷 375-398页
作者: Chen, DQ Burrell, P S Bank Univ Knowledge Based Syst Ctr Sch Comp Informat Syst & Math London SE1 0AA England
In this survey paper, the-state-of-the-art of the optimal structure design of Multilayer Feedforward Neural Network (MFNN) for pattern recognition is reviewed. Special emphasis is laid on the scale-limited MFNN and th... 详细信息
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A new algorithm to design compact two-hidden-layer artificial neural networks
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NEURAL NETWORKS 2001年 第9期14卷 1265-1278页
作者: Islam, MM Murase, K Univ Fukui Dept Human & Artificial Intelligence Syst Fukui 9108507 Japan
This paper describes the cascade neural network design algorithm (CNNDA), a new algorithm for designing compact, two-hidden-layer artificial neural networks (ANNs). This algorithm determines an ANN's architecture ... 详细信息
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Sparselized higher-order neural network and its pruning algorithm
Sparselized higher-order neural network and its pruning algo...
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2nd IEEE World Congress on Computational Intelligence (WCCI 98)
作者: Li, WC Wang, YB Li, WJ Zhang, J Li, JY Hebei Univ Technol Tianjin Peoples R China
In this paper, the fully-connected higher-order neuron and sparselized higher-order neuron are introduced, the mapping capabilities of the fully-connected higher-order neural networks are investigated, and that arbitr... 详细信息
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Fuzzy neural network approaches for robotic gait synthesis
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IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 2000年 第4期30卷 594-601页
作者: Juang, JG Natl Taiwan Ocean Univ Inst Maritime Technol Keelung 20224 Taiwan
In this paper, a learning scheme using a fuzzy controller to generate walking gaits is developed. The learning scheme uses a fuzzy controller combined with a linearized inverse biped model. The controller provides the... 详细信息
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Connection Weights Sparselization and pruning algorithm in Higher Order Neural Networks
Connection Weights Sparselization and Pruning Algorithm in H...
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1998 International Conference on Neural Networks and Brain(ICNN&B’98)
作者: Li Wangchao Li Wenjing Zhang Jie Jinyan Li Hebei University of Technology The University of Melbourne
In this paper,the fully-connected higherorder neuron and sparselized higher-order neuron are introduced,the mapping capabilities of the fullyconnected higher-order neural networks are investigated, and that arbitrary ... 详细信息
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pruning boosted classifiers with a real valued genetic algorithm
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KNOWLEDGE-BASED SYSTEMS 1999年 第5-6期12卷 277-284页
作者: Thompson, S BT Labs Intelligent Business Syst Res Grp Ipswich IP5 7RE Suffolk England
Ensemble classifiers and algorithms for learning ensembles have recently received a great deal of attention in the machine learning literature (R.E. Schapire, Machine Learning 5(2) (1990) 197-227;N. Cesa-Bianchi, Y. F... 详细信息
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Structural determination of multilayered large-signal neural-network HEMT model
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IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES 1998年 第10期46卷 1367-1375页
作者: Shirakawa, K Shimizu, M Okubo, N Daido, Y Fujitsu Labs Ltd Wireless Commun Syst Lab Nakahara Ku Kawasaki Kanagawa 211 Japan Kanazawa Inst Technol Nonoichi Ishikawa 921 Japan
This paper reports on the structure of a large-signal neural-network (NN) high electron-mobility transistor (HEMT) model as determined by a pruning technique and a genetic algorithm, The bias-dependent intrinsic eleme... 详细信息
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Structural learning with M-apoptosis in neurofuzzy GMDH
Structural learning with M-apoptosis in neurofuzzy GMDH
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IEEE International Conference on Fuzzy Systems at the World Congress on Computational Intelligence (WCCI 98)
作者: Ohtani, T Ichihashi, H Miyoshi, T Nagasaka, K Univ Osaka Prefecture Sakai Osaka 591 Japan
There have been many studies of mathematical models of neural networks. However there always arises a problem of determining their optimal structures because of the lark of prior information. Apoptosis is the mechanis... 详细信息
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Estimation of myriad haplotype frequencies
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Genetic Epidemiology 1985年 第3期2卷 263-272页
作者: Maclean, Charles J. Morton, Newton E. Population Genetics Laboratory University of Hawaii Honolulu United States
The present paper demonstrates algorithms for applying gene counting estimation of haplotype frequencies in very large genetic systems. A factor union representation of phenotypes is used which conveniently yields the... 详细信息
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