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检索条件"任意字段=IEE Colloquium on Advances in Neural Networks for Control and Systems"
141 条 记 录,以下是11-20 订阅
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Exothermic heat estimation using fuzzy neural nets for a batch reactor temperature control system
Exothermic heat estimation using fuzzy neural nets for a bat...
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Sanchez Cuellar, Enrique Lopez Coronado, Juan Garcia Moreno, Celiano Izquierdo, Jose Manuel Cano Univ of Valladolid Valladolid Spain
A primary proposal for the application of FuzzyArt Map to process control and a comparison using a classic PI controller have been carried out. The results obtained are clearly superior as far as the speed and exactne... 详细信息
来源: 评论
Hierarchical mixtures of experts and the EM algorithm
Hierarchical mixtures of experts and the EM algorithm
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Jordan, Michael I.
A general strategy for designing modular learning systems is to treat the problem as one of combining multiple models, each of which is defined over a local region of the input space. Jacobs, Jordan, Nowlan and Hinton... 详细信息
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Learning in neural networks and stochastic approximation methods with averaging
Learning in neural networks and stochastic approximation met...
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Shcherbakov, P.S. Tikhonov, S.N. Mason, J.D. Warwick, K. Inst of Control Science Moscow Russia
Simulations performed demonstrated the following qualitative difference between the regular Backpropagation (BP) and the algorithm with averaging. The trajectory of the averaged estimates is `smoother' because it ... 详细信息
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On interpolation memories for learning control
On interpolation memories for learning control
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Tolle, H. Technical Univ of Darmstadt Darmstadt Germany
The paper deals with new developments on interpolating memories as the basic element of learning control and their possible applications. The paper addresses only three possible applications of learning: building a no... 详细信息
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Adaptive neurocontrol of MIMO systems based on stability theory
Adaptive neurocontrol of MIMO systems based on stability the...
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Renders, Jean-Michel Saerens, Marco Bersiru, Hugues Universite Libre de Bruxelles Bruxelles Belgium
In this paper, we prove the stability of a certain class of nonlinear discrete MIMO (Multi-Input Multi-Output) systems controlled by a multilayer neural net with a simple weight adaptation strategy. The proof is based... 详细信息
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Semi-empirical modeling of non-linear dynamical systems
Semi-empirical modeling of non-linear dynamical systems
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Johansen, Tor A. Norwegian Inst of Technology Trondheim Norway
The paper discusses modeling problems where there are some empirical data, and some limited system knowledge available. In such cases, first principles modeling may lead to an inaccurate model. Using black-box alterna... 详细信息
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Transient stability control of multimachine power systems using flywheel energy injection
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iee PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION 2005年 第5期152卷 589-596页
作者: Wang, MH Chen, HC Natl Chin Yi Univ Technol Inst Informat & Elect Energy Taichung Taiwan
Owing to advances in many technologies, the high-speed flywheel energy storage system (FESS), flywheel battery, has become a viable alternative to electrochemical batteries and attracted much research attention in rec... 详细信息
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Equalization using non-linear adaptive clustering
Equalization using non-linear adaptive clustering
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Cowan, C.F.N. Univ of Technology Loughborough Loughborough United Kingdom
It has long been known that the optimal equalization of communication channels is achieved using the Maximum Likelihood Sequence Estimation (MLSE). The use of nonlinear clustering has been found to extend the capabili... 详细信息
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Improved prediction of the corrosion behaviour of car body steel using a Kohonen self organizing map
Improved prediction of the corrosion behaviour of car body s...
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Proceedings of the iee colloquium on advances in neural networks for control and systems
作者: Kessler, W. Kessler, R.W. Kraus, M. Kuebler, R. Weinberger, K. Inst fuer Angewandte Forschung Reutlingen Germany
A Kohonen self organizing map was used to classify the reflectance spectra of a car body steel. The method produces more accurate results of corrosion evaluation than the spectroscopic corrosion index. Another advanta... 详细信息
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Grounding symbols in sensorimotor categories with neural networks
Grounding symbols in sensorimotor categories with neural net...
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iee Computing and control Division colloquium on Grounding Representations: Integration of Sensory Information in Natural Language Processing, Artificial Intelligence and neural networks
作者: Harnad, Stevan Univ of Southampton Highfield Southampton United Kingdom
A solution to symbol grounding problems has been proposed which abandons the symbol system altogether in favor of noncomputational systems. An alternative to abandoning symbols altogether is to abandon pure symbol sys... 详细信息
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