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检索条件"主题词=Backpropagation Algorithms"
1893 条 记 录,以下是161-170 订阅
排序:
THEORETICAL INVESTIGATION OF THE ROBUSTNESS OF MULTILAYER PERCEPTRONS - ANALYSIS OF THE LINEAR CASE AND EXTENSION TO NONLINEAR NETWORKS
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IEEE TRANSACTIONS ON NEURAL NETWORKS 1995年 第3期6卷 560-571页
作者: KERLIRZIN, P REFREGIER, P THOMSON CSF CENT RECH LABOPT GRPF-91404 ORSAYFRANCE
In this paper, we address the problem of robustness in multilayer perceptrons. We present the main theoretical results in the case of linear neural networks with one hidden layer in order to go beyond the empirical st... 详细信息
来源: 评论
On stochastic approximation algorithms for classes of PAC learning problems
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IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 1997年 第3期27卷 516-522页
作者: Rao, NSV Uppuluri, VRR Oblow, EM Center for Engineering SystemsAdvanced Research Oak Ridge National Laboratory Oak Ridge TN USA
The classical stochastic approximation methods are shown to yield algorithms to solve several formulations of the PAC learning problem defined on the domain [0,1](d). Under some smoothness conditions on the probabilit... 详细信息
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APPLICATION OF A MAXIMUM-LIKELIHOOD ESTIMATOR IN AN EXPERIMENTAL-STUDY IN ULTRASONIC DIFFRACTION TOMOGRAPHY
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IEEE TRANSACTIONS ON MEDICAL IMAGING 1993年 第3期12卷 545-554页
作者: TSIHRINTZIS, GA DEVANEY, AJ NORTHEASTERN UNIV DEPT ELECT & COMP ENGNBOSTONMA 02115 AJ DEVANEY ASSOCIATES INC BOSTONMA 02116
We evaluate a recently proposed approach [1]-[3] to the inverse problem of detection of the presence and estimation of the location of a known object from data collected in a set of diffraction tomographic experiments... 详细信息
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PERFORMANCE EVALUATION OF MULTILAYER PERCEPTRONS IN SIGNAL-DETECTION AND CLASSIFICATION
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IEEE TRANSACTIONS ON NEURAL NETWORKS 1995年 第2期6卷 381-386页
作者: MICHALOPOULOU, ZH NOLTE, LW ALEXANDROU, D DUKE UNIV DEPT ELECT ENGNDURHAMNC 27706
Multilayer perceptrons trained with the backpropagation algorithm are tested in detection and classification tasks and are compared to optimal algorithms resulting from likelihood ratio tests. The focus is on the prob... 详细信息
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On-line adaptive control of non-linear plants using neural networks with application to liquid level control
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INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 1998年 第1期12卷 13-28页
作者: Ng, GW Cook, PA Univ Manchester Inst Sci & Technol Dept EEE Control Syst Ctr Manchester M60 1QD Lancs England
In this paper, we present two on-line adaptive control algorithms for non-linear plants using neural networks. The architecture used is based on the concept of specialized learning, which was first proposed by Psaltis... 详细信息
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AN ARTIFICIAL NEURAL NETWORK FOR SPECT IMAGE-RECONSTRUCTION
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IEEE TRANSACTIONS ON MEDICAL IMAGING 1991年 第3期10卷 485-487页
作者: FLOYD, CE DUKE UNIV DEPT BIOMED ENGNDURHAMNC 27710
An artificial neural network has been developed to reconstruct quantitative single photon emission computed tomographic (SPECT) images. The network is trained with an ideal projection-image pair to learn a shift-invar... 详细信息
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APPLICATION OF NEURAL NETWORKS TO SIGNAL PREDICTION IN NUCLEAR-POWER-PLANT
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IEEE TRANSACTIONS ON NUCLEAR SCIENCE 1993年 第5期40卷 1337-1341页
作者: KIM, WJ CHANG, SH LEE, BH Department of Nuclear Engineering Korea Advanced Institute of Science and Technology Taejon South Korea
This paper describes the feasibility study of an artificial neural network for signal prediction. The purpose of signal prediction is to estimate the value of undetected next time step signal. As the prediction method... 详细信息
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TRAINING FEEDFORWARD NETWORKS WITH THE MARQUARDT ALGORITHM
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IEEE TRANSACTIONS ON NEURAL NETWORKS 1994年 第6期5卷 989-993页
作者: HAGAN, MT MENHAJ, MB
The Marquardt algorithm for nonlinear least squares is presented and is incorporated into the backpropagation algorithm for training feedforward neural networks. The algorithm is tested on several function approximati... 详细信息
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A rapid learning and dynamic stepwise updating algorithm for flat neural networks and the application to time-series prediction
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IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 1999年 第1期29卷 62-72页
作者: Chen, CLP Wan, JZ Wright State Univ Dept Comp Sci & Engn Dayton OH 45435 USA USAF Wright Lab Mat Directorate MLIM Wright Patterson AFB OH 45433 USA Lexis Nexis Data Cent Dayton OH 45343 USA
A fast learning algorithm is proposed to find an optimal weights of the flat neural networks (especially, the functional-link network). Although the hat networks are used for nonlinear function approximation, they can... 详细信息
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TONE RECOGNITION OF ISOLATED CANTONESE SYLLABLES
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IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING 1995年 第3期3卷 204-209页
作者: LEE, T CHING, PC CHAN, LW CHENG, YH MAK, B The Department of Electronic Engineering Chinese University of Hong Kong Sha Tin Hong Kong China Department of Computer science Chinese University of Hong Kong Hong Kong China Motorola Semiconductors Hong Kong Limited Hong Kong China
Tone identification is essential for the recognition of Chinese language, specifically for Cantonese which is well known of being very rich in tones. This paper presents an efficient method for tone recognition of iso... 详细信息
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