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检索条件"主题词=Backpropagation Algorithms"
1892 条 记 录,以下是1831-1840 订阅
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Neural networks in control systems
Neural networks in control systems
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Mediterranean Electrotechnical Conference (MELECON)
作者: S. Saksida F. Bremsak Faculty of Electrical and Computer Engineering University of Ljubljana Ljubljana Slovenia
A modified backpropagation algorithm with a linear output function is discussed from the viewpoint of its convenience in control tasks. Two methods are presented for teaching neural networks to act as an inverse plant... 详细信息
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A neural network approach for the control of a tracking behavior
A neural network approach for the control of a tracking beha...
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International Conference on Advanced Robotics (ICAR)
作者: K. Berns R. Dillmann Gruppe Interaktive Planungstechnik Forschungszentrum Informatik an der Universität Karlsruhe Karlsruhe Germany
The problem of correctly evaluating noisy and incorrect data for the interpretation of ultrasonic sensor signals is an often encountered one. Neural networks, with their inherent characteristics of adaptivity and high... 详细信息
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On using an artificial feedforward neural network as a controller in large-scale power systems
On using an artificial feedforward neural network as a contr...
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IEEE International Symposium on Circuits and Systems (ISCAS)
作者: R.J. Thomas E. Sakk School of Electrical Engineering Cornell University Ithaca NY USA
The authors examine the usefulness of the feedforward neural network as a controller. In particular, the authors consider as an example the problem of design of a power system stabilizer that has the structure of a cl... 详细信息
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Efficient gradient computation for continuous and discrete time-dependent neural networks
Efficient gradient computation for continuous and discrete t...
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International Joint Conference on Neural Networks (IJCNN)
作者: S. Miesbach Corporate Research and Development Center Siemens AG Munchen Germany Mathematisches Institut Technische Universität München Munich Germany
The author provides calculus-of-variations techniques for the construction of backpropagation-through-time (BTT) algorithms for arbitrary time-dependent recurrent neural networks with both continuous and discrete dyna... 详细信息
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A stable learning algorithm for recurrent neural networks
A stable learning algorithm for recurrent neural networks
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International Conference on Tools for Artificial Intelligence (ICTAI)
作者: G. Parthasarathy H. Pareek P. Ananthraj Electronics & Electrical Communication Engineering Department Indian Institute of Technology Kharagpur India Indian Institute of Technology Kharagpur India Osmania university Hyderabad India
The authors used the Liapunov approach to derive a new set of sufficient conditions that explain the stability of feedforward networks. A simplification of these conditions results in a new recurrent backpropagation a... 详细信息
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Optimal pruning of neural tree networks for improved generalization
Optimal pruning of neural tree networks for improved general...
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International Joint Conference on Neural Networks (IJCNN)
作者: A. Sankar R.J. Mammone CAIP Center and Department of Electrical Engineering Rutgers University Piscataway NJ USA
An optimal pruning algorithm for neural tree networks (NTN) is presented. The NTN is grown by a constructive learning algorithm that decreases the classification error on the training data recursively. The optimal pru... 详细信息
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Artificial neural net approach for capacitor placement in power system
Artificial neural net approach for capacitor placement in po...
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International Forum on Applications of Neural Networks to Power Systems
作者: P.K. Dash S. Saha P.K. Nanda Energy Research Centre Department of Electrical Engineering R. E. College Rourkela India
The authors propose a new methodology for controlling multitap capacitors in a power system using a three layer feedforward neural network. The neural network, in the proposed scheme is separately trained with two alg... 详细信息
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A high performance digital processor for implementing large artificial neural networks
A high performance digital processor for implementing large ...
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Custom Integrated Circuits Conference (CICC)
作者: D.A. Orrey D.J. Myers J.M. Vincent British Telecommunications Research Laboratories UK
A CMOS integrated circuit is described which is capable of implementing very large digital neural networks of the multilayer perceptron (MLP) form. It incorporates on-chip training using the backpropagation algorithm,... 详细信息
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ADAPTIVE EQUALIZATION USING THE backpropagation ALGORITHM
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS 1990年 第6期37卷 848-849页
作者: ZHANG, QS Department of Telecommunication Theory Royal Institute of Technology Stockholm Sweden
A novel adaptive channel equalizer based on the backpropagation algorithm applied to an associative network is presented. simulations are made for linear and nonlinear channels,. The performance is shown to be much be... 详细信息
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DATA-COMPRESSION OF THE ECG USING NEURAL NETWORK FOR DIGITAL HOLTER MONITOR
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IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE 1990年 第3期9卷 53-57页
作者: IWATA, A NAGASAKA, Y SUZUMURA, N Department of Electrical and Computer Engineering Nagoya Institute of Technology Japan
A data-compression algorithm for digital Holter recording using artificial neural networks (ANNs) is described. A three-layer ANN that has a hidden layer with a few units is used to extract features of the ECG (electr... 详细信息
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