Lista dos Artigos Selecionados e Classificados
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1-A recurrent neural fuzzy network for word boundary detection in variable noise-level environments
Gin-Der Wu; Chin-Teng Lin
Systems, Man and Cybernetics, Part B, IEEE Transactions on , Volume: 31 Issue: 1 ,
Feb 2001
Page(s): 84 –97
Palavras-chave: fuzzy neural nets, self-organizing maps, speech recognition, word detection, refined time- frequency
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2-Incremental syntactic parsing of natural language corpora with simple synchrony networks
Lane, P.C.R.; Henderson, J.B.
Knowledge and Data Engineering, IEEE Transactions on , Volume: 13 Issue: 2 ,
March-April 2001
Page(s): 219 –231
Palavras-chave: natural languages, grammars, text analysis, incremental syntatic parsing, learning
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3-Generalization ability of folding networks
Hammer, B.
Knowledge and Data Engineering, IEEE Transactions on , Volume: 13 Issue: 2 ,
March-April 2001
Page(s): 196 –206
Palavras-chave:transfer funcition, learning, information theory, tree structure, error, activation function
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4-Learning to trade via direct reinforcement
Moody, J.; Saffell, M.
Neural Networks, IEEE Transactions on , Volume: 12 Issue: 4 , July 2001
Page(s): 875 –889
Palavras-chave:stock markets, decision theory, learning, reinforcement, optimization
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5-Financial volatility trading using recurrent neural networks
Tino, P.; Schittenkopf, C.; Dorffner, G.
Neural Networks, IEEE Transactions on , Volume: 12 Issue: 4 , July 2001
Page(s): 865 –874
Palavras-chave:stok markets, time series, markov process, econometric models, predictors
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6-Bipolar spectral associative memories
Spencer, R.G.
Neural Networks, IEEE Transactions on , Volume: 12 Issue: 3 , May 2001
Page(s): 463 –4741
Palavras-chave:digital communication, associative memories, attrator waves, patterns, noisy
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7-Global exponential stability of neural networks with globally Lipschitz continuous activations and its application to linear variational inequality problem
Xue-Bin Liang; Si, J.
Neural Networks, IEEE Transactions on , Volume: 12 Issue: 2 , March 2001
Page(s): 349 –359
Palavras-chave:stability, linear programming, Lyapunov metrix, sigmoidal activations, equilibrium point
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8-Hybrid supervisory control using recurrent fuzzy neural network for tracking periodic inputs
Faa-Jeng Lin; Rong-Jong Wai; Chun-Ming Hong
Neural Networks, IEEE Transactions on , Volume: 12 Issue: 1 , Jan. 2001
Page(s): 68 –90
Palavras-chave:control, fuzzy, convergence, neurocontrolers, servomechanisms
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9-Stability of asymmetric Hopfield networks
Tianping Chen; Amari, S.I.
Neural Networks, IEEE Transactions on , Volume: 12 Issue: 1 , Jan. 2001
Page(s): 159 –163
Palavras-chave:Hopfield neural nets, stability, dynamical behaiors,
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10-Comments on "Lur'e systems with multilayer perceptron and recurrent neural networks: absolute stability and dissipativity"
Bendtsen, J.D.; Trangbaek, K.
Automatic Control, IEEE Transactions on , Volume: 46 Issue: 4 , April 2001
Page(s): 671
Palavras-chave:multilayer perceptrons, stability, Lyapunov matrix, Lure systems, dissipativity
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11-Neuro-fuzzy extraction of angular information from muscle afferents for ankle control during standing in paraplegic subjects: an animal model
Micera, S.; Jensen, W.; Sepulveda, F.; Riso, R.R.; Sinkjaer, T.
Biomedical Engineering, IEEE Transactions on , Volume: 48 Issue: 7 , July 2001
Page(s): 787 –794
Palavras-chave:biomechancs, fuzzy, biocontrol, animal model,angular information
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12-Stochastic analysis of chaos dynamics in recurrent neural networks
Homma, N.; Sakai, M.
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th ,
Volume: 1 , 2001
Page(s): 298 –303
Palavras-chave:stocastic, chaos,
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13-Recurrent algebraic fuzzy neural networks based on fuzzy numbers
Arotuitei, D.
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th , 2001
Page(s): 2676 –2680
Palavras-chave:fuzzy,
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14-Model reference neural control for a variable structure system by output feedback
Goire, M.M.; Flores, J.M.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 532 -537 vol.1
Palavras-chave:neurocontrolers, learning, control system, adaptive control, neural-identifier
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15-An adaptive short-time frequency domain algorithm for blind separation of nonstationary convolved mixtures
Kopriva, I.; Devcic, Z.; Szu, H.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 424 -429 vol.1
Palavras-chave:signal detection, filtering theory, blind source separation, signal separation
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16-A study of grammar transfer in a second order recurrent network
Negishi, M.; Hanson, S.J.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 326 -330 vol.1
Palavras-chave:finite state machines, learning, syntatic diferences, grammar
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17-The prediction-irrelevance problem in grammar learning
Spiegel, R.; Jones, F.W.; McLaren, I.P.L.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 314 -319 vol.1
Palavras-chave:learning, psycology, prediction, grammar learning, language acquisition
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18-Recurrent neural networks and symbol grounding
Spiegel, R.; McLaren, I.P.L.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 320 -325 vol.1
Palavras-chave:psycology, even number, hybrid learning, symbol grounding
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19-Progressive attractor selection in latent attractor networks
Doboli, S.; Minai, A.A.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 308 -313 vol.1
Palavras-chave:pattern recocnition, sequences, lattent attractor, attrator selection
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20-Agent-environment approach to the simulation of Turing machines by neural networks
de Oliveira, W.R.; de Souto, M.C.P.; Ludermir, T.B.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 71 -76 vol.1
Palavras-chave:turing machines, finite automata, cognition analysis, recurrent sigmoid neural net
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21-Learning word pronunciations using a recurrent neural network
Radio, M.J.; Reggia, J.A.; Berndt, R.S.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 1 , 2001
Page(s): 11 -15 vol.1
Palavras-chave:backpropagation, speech syntesis, segmentation, temporal sequence
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22-Evolution and analysis of mixed mode neural networks for walking: mixed pattern generators
Gallagher, J.C.
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on , Volume: 1 ,
2001
Page(s): 397 -402 vol. 1
Palavras-chave:leggend locomotion, genetic alg., motion control, pattern generator
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23-Evolution and analysis of non-autonomous neural networks for walking: reflexive pattern generators
Gallagher, J.C.
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on , Volume: 1 ,
2001
Page(s): 245 -250 vol. 1
Palavras-chave:systems analysis, pattern recognition, reflexive pattern recognition
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24-A comparison of approaches to the evolution of homogeneous multi-robot teams
Quinn, M.
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on , Volume: 1 ,
2001
Page(s): 128 -135 vol. 1
Palavras-chave:evolutionary, cooperative systems, mobile robots, artificial evolution, neural nets
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25-A multimodel recurrent neural network for systems identification and control
Baruch, I.S.; Flores, J.-M.; Thomas, F.; Gortcheva, E.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 2 , 2001
Page(s): 1291 -1296 vol.2
Palavras-chave:control
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26-Open-loop training of recurrent neural networks for nonlinear dynamical system identification
Liu, D.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 2 , 2001
Page(s): 1215 -1220 vol.2
Palavras-chave:control
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27-Creating melodies with evolving recurrent neural networks
Chun-Chi J. Chen; Miikkulainen, R.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 3 , 2001
Page(s): 2241 –2246
Palavras-chave:music
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28-Part-of-speech tagging with recurrent neural networks
Perez Ortiz, J.A.; Forcada, M.L.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 3 , 2001
Page(s): 1588 –1592
Palavras-chave:speech, learning
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29-Backpropagation through time for a general class of recurrent network
De Jesus, O.; Hagan, M.T.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 4 , 2001
Page(s): 2638 –2643
Palavras-chave:backpropagation,
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30-Utilizing bias to evolve recurrent neural networks
de Jong, E.D.; Pollack, J.B.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 4 , 2001
Page(s): 2667 –2672
Palavras-chave:bias
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31- Analysis of recurrent network training and suggestions for improvements
De Jesus, O.; Horn, J.M.; Hagan, M.T.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 4 , 2001
Page(s): 2632 –2637
Palavras-chave:training sequences, analysis
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32-Forward perturbation algorithm for a general class of recurrent network
De Jesus, O.; Hagan, M.T.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 4 , 2001
Page(s): 2626 –2631
Palavras-chave:
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33-Learning context-free grammars with recurrent neural networks
Harada, T.; Araki, O.; Sakurai, A.
Neural Networks, 2001. Proceedings. IJCNN '01. International Joint Conference on ,
Volume: 4 , 2001
Page(s): 2602 –2607
Palavras-chave:learning, grammar
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34-Autonomous helicopter hover using an artificial neural network
Buskey, G.; Wyeth, G.; Roberts, J.
Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference
on , Volume: 2 , 2001
Page(s): 1635 -1640 vol.2
Palavras-chave:image processing, control, aircraft control, neurocontrolers, remote vehicle
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35-Second-order recurrent neural network for word sequence learning
Kwan, H.K.; Yan, J.
Intelligent Multimedia, Video and Speech Processing, 2001. Proceedings of 2001
International Symposium on , 2001
Page(s): 405 –408
Palavras-chave:genetic alg., backpropagation , speech recognition, word sequence learning, second order recurrent neural network
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36-System combination for improved automatic generation of N-best proper
nouns pronunciation
Duncan, R.
SoutheastCon 2001. Proceedings. IEEE , 2001
Page(s): 208 –212
Palavras-chave:speech recognition, boltzmann machines, decision trees, multiple outputs, scoring metric
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37-Indirect inverse adaptive control based on neural networks using dynamic back propagation for nonlinear dynamic systems
Lesueur, S.; Massicotte, D.; Sicard, P.
Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on ,
Volume: 2 , 2001
Page(s): 600 -603 vol. 2
Palavras-chave:dynamical systems, adaptive control, control, back propagation alg., nonlinear dynamic systems
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38-A study of the Lamarckian evolution of recurrent neural networks
Ku, K.W.C.; Man Wai Mak; Wan-Chi Siu
Evolutionary Computation, IEEE Transactions on , Volume: 4 Issue: 1 , April 2000
Page(s): 31 –42
Palavras-chave:evolutionary search, Lamarkian evolution, learning algorithm, genetic alg.
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39-Adaptive recurrent neural control for nonlinear system tracking
Sanchez, E.N.; Bernal, M.A.
Systems, Man and Cybernetics, Part B, IEEE Transactions on , Volume: 30 Issue: 6 ,
Dec. 2000
Page(s): 886 –889
Palavras-chave:control, stability, identification, neurocontrollers, sliding techniques
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40-Control of magnetic bearing systems via the Chebyshev polynomial-based unified model (CPBUM) neural network
Jin-Tsong Jeng; Tsu-Tian Lee
Systems, Man and Cybernetics, Part B, IEEE Transactions on , Volume: 30 Issue: 1 ,
Feb. 2000
Page(s): 85 –92
Palavras-chave:magnetic bearing systems control, neural net., learning alg., Chebyshev model
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41-Two recurrent neural networks for local joint torque optimization of kinematically redundant manipulators
Wai Sum Tang; Wang, J.
Systems, Man and Cybernetics, Part B, IEEE Transactions on , Volume: 30 Issue: 1 ,
Feb. 2000
Page(s): 120 –128
Palavras-chave:redundant manipulators, Lagrangian net., optimization, kinematilly redundant manipulators
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42-Constructing hysteretic memory in neural networks
Jyh-Da Wei; Chuen-Tsai Sun
Systems, Man and Cybernetics, Part B, IEEE Transactions on , Volume: 30 Issue: 4 ,
Aug. 2000
Page(s): 601 –609
Palavras-chave:neural nets, hysteretic memory, rete-independent memory, reinforcement learning
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43-Universal learning network and its application to robust control
Hirasawa, K.; Murata, J.; Jinglu Hu; Chunzhi Jin
Systems, Man and Cybernetics, Part B, IEEE Transactions on , Volume: 30 Issue: 3 ,
June 2000
Page(s): 419 –430
Palavras-chave:robust control, control, universal learning, learning alg. , real time recurrent learning
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44-Model-based recurrent neural network for modeling nonlinear dynamic systems
Chengyu Gan; Danai, K.
Systems, Man and Cybernetics, Part B, IEEE Transactions on , Volume: 30 Issue: 2 ,
April 2000
Page(s): 344 –351
Palavras-chave:training, radial basis function, state-space model, non linear dynamic systems
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45-Modeling of continuous time dynamical systems with input by recurrent
neural networks
Chow, T.W.S.; Xiao-Dong Li
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on ,
Volume: 47 Issue: 4 , April 2000
Page(s): 575 –578
Palavras-chave:system modeling, continuos time systems, dynamical systems, finite time trajectory
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46-Performance of a neural adaptive tracking controller for multi-input nonlinear dynamical systems in the presence of additive and multiplicative external disturbances
Rovithakis, G.A.
Systems, Man and Cybernetics, Part A, IEEE Transactions on , Volume: 30 Issue: 6 ,
Nov. 2000
Page(s): 720 –730
Palavras-chave:dynamical systems, adaptive control, multivariate control systems, neurocontrollers, additive external disturbances
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47-Identification and control of dynamic systems using recurrent fuzzy neural networks
Ching-Hung Lee; Ching-Cheng Teng
Fuzzy Systems, IEEE Transactions on , Volume: 8 Issue: 4 , Aug. 2000
Page(s): 349 –366
Palavras-chave:feedback, fuzzy neural net., feedback connections, temporal problem approximation, convergence analysis, adaptive control
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48-Lagrangian relaxation neural networks for job shop scheduling
Luh, P.B.; Xing Zhao; Yajun Wang; Thakur, L.S.
Robotics and Automation, IEEE Transactions on , Volume: 16 Issue: 1 , Feb. 2000
Page(s): 78 –88
Palavras-chave:Lagrangian handling, Lagrangian relaxation neural net., constraint handling
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49-Natural language grammatical inference with recurrent neural networks
Lawrence, S.; Giles, C.L.; Fong, S.
Knowledge and Data Engineering, IEEE Transactions on , Volume: 12 Issue: 1 ,
Jan.-Feb. 2000
Page(s): 126 –140
Palavras-chave:natural languages, grammatical inference, neural net training, sequence classification, gradient
Descent backpropagation through time
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50-Winner-take-all discrete recurrent neural networks
Zhang Yi; Pheng-Ann Heng; Ping-Fu Fung
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on ,
Volume: 47 Issue: 12 , Dec. 2000
Page(s): 1584 –1589
Palavras-chave:performance evaluation, discrete time systems, winner-discrete recurrent net., net. Time response, network model
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52-Recurrent least squares support vector machines
Suykens, J.A.K.; Vandewalle, J.
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on ,
Volume: 47 Issue: 7 , July 2000
Page(s): 1109 –1114
Palavras-chave: support vector machines, static approximation,cost function, Lagrange multiplier, regularization
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53-On-line learning of dynamical systems in the presence of model mismatch and disturbances
Danchi Jiang; Jun Wang
Neural Networks, IEEE Transactions on , Volume: 11 Issue: 6 , Nov. 2000
Page(s): 1272 –1283
Palavras-chave:online learning, convergence properties, standart gradient learning rule, dynamical systems
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54-A recurrent neural network for nonlinear optimization with a continuously
differentiable objective function and bound constraints
Xue-Bin Liang; Jun Wang
Neural Networks, IEEE Transactions on , Volume: 11 Issue: 6 , Nov. 2000
Page(s): 1251 –1262
Palavras-chave:non linear programming, non linear optimization, bound constrains, continuous-time recurrent neural net.
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55-A modified Hopfield auto-associative memory with improved capacity
Gimenez-Martinez, V.
Neural Networks, IEEE Transactions on , Volume: 11 Issue: 4 , July 2000
Page(s): 867 –878
Palavras-chave: learning mechanism, tetrahedral memories, graph weight matrix, content-addressable storage
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