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Neural Networks, IEEE Transactions on
Volume: 12  Issue: 2   Date: Mar 2001
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An introduction to kernel-based learning algorithms

Muller, K.-R.; Mika, S.; Ratsch, G.; Tsuda, K.; Scholkopf, B.
Page(s): 181-201
Digital Object Identifier 10.1109/72.914517
Abstract  | Full Text: PDF (516 KB)
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Independent component analysis using Potts models

Jiann-Ming Wu; Shih-Jang Chiu
Page(s): 202-211
Digital Object Identifier 10.1109/72.914518
Abstract  | Full Text: PDF (236 KB)
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STRIP - a strip-based neural-network growth algorithm for learning multiple-valued functions

Ngom, A.; Stojmenovic, I.; Milutinovic, V.
Page(s): 212-227
Digital Object Identifier 10.1109/72.914519
Abstract  | Full Text: PDF (352 KB)
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Regularization networks: fast weight calculation via Kalman filtering

De Nicolao, G.; Ferrari-Trecate, G.
Page(s): 228-235
Digital Object Identifier 10.1109/72.914520
Abstract  | Full Text: PDF (188 KB)
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A net with complex weights

Igelnik, B.; Tabib-Azar, M.; LeClair, S.R.
Page(s): 236-249
Digital Object Identifier 10.1109/72.914521
Abstract  | Full Text: PDF (372 KB)
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Divide-and-conquer learning and modular perceptron networks

Hsin-Chia Fu; Yen-Po Lee; Cheng-Chin Chiang; Hsiao-Tien Pao
Page(s): 250-263
Digital Object Identifier 10.1109/72.914522
Abstract  | Full Text: PDF (348 KB)
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Online learning control by association and reinforcement

Si, J.; Yu-Tsung Wang
Page(s): 264-276
Digital Object Identifier 10.1109/72.914523
Abstract  | Full Text: PDF (252 KB)
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A new methodology of extraction, optimization and application of crisp and fuzzy logical rules

Duch, W.; Adamczak, R.; Grabczewski, K.
Page(s): 277-306
Digital Object Identifier 10.1109/72.914524
Abstract  | Full Text: PDF (544 KB)
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Block-based neural networks

Sang-Woo Moon; Seong-Gon Kong
Page(s): 307-317
Digital Object Identifier 10.1109/72.914525
Abstract  | Full Text: PDF (316 KB)
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A comparison between HMLP and HRBF for attitude control

Fortuna, L.; Muscato, G.; Xibilia, M.G.
Page(s): 318-328
Digital Object Identifier 10.1109/72.914526
Abstract  | Full Text: PDF (244 KB)
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Design and analysis of maximum Hopfield networks

Galan-Marin, G.; Munoz-Perez, J.
Page(s): 329-339
Digital Object Identifier 10.1109/72.914527
Abstract  | Full Text: PDF (260 KB)
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The convergence properties of a clipped Hopfield network and its application in the design of keystream generator

Chi-Kwong Chan; Cheng, L.M.
Page(s): 340-348
Digital Object Identifier 10.1109/72.914528
Abstract  | Full Text: PDF (184 KB)
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Global exponential stability of neural networks with globally Lipschitz continuous activations and its application to linear variational inequality problem

Xue-Bin Liang; Si, J.
Page(s): 349-359
Digital Object Identifier 10.1109/72.914529
Abstract  | Full Text: PDF (312 KB)
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Nonlinear measures: a new approach to exponential stability analysis for Hopfield-type neural networks

Hong Qiao; Jigen Peng; Zong-Ben Xu
Page(s): 360-370
Digital Object Identifier 10.1109/72.914530
Abstract  | Full Text: PDF (272 KB)
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K-winner machines for pattern classification

Ridella, S.; Rovetta, S.; Zunino, R.
Page(s): 371-385
Digital Object Identifier 10.1109/72.914531
Abstract  | Full Text: PDF (472 KB)
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Forward- and backpropagation in a silicon dendrite

Rasche, C.; Douglas, R.J.
Page(s): 386-393
Digital Object Identifier 10.1109/72.914532
Abstract  | Full Text: PDF (148 KB)
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Texture segmentation using Gaussian-Markov random fields and neural oscillator networks

Cesmeli, E.; Wang, D.
Page(s): 394-404
Digital Object Identifier 10.1109/72.914533
Abstract  | Full Text: PDF (520 KB)
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Self-organizing mixture networks for probability density estimation

Yin, H.; Allinson, N.M.
Page(s): 405-411
Digital Object Identifier 10.1109/72.914534
Abstract  | Full Text: PDF (152 KB)
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Some new results on system identification with dynamic neural networks

Wen Yu; Xiaoou Li
Page(s): 412-417
Digital Object Identifier 10.1109/72.914535
Abstract  | Full Text: PDF (148 KB)
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A novel continuous-time neural network for realizing associative memory

Qing Tao; Tingjian Fang; Hong Qiao
Page(s): 418-423
Digital Object Identifier 10.1109/72.914536
Abstract  | Full Text: PDF (120 KB)
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A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm

Abid, S.; Fnaiech, F.; Najim, M.
Page(s): 424-430
Digital Object Identifier 10.1109/72.914537
Abstract  | Full Text: PDF (224 KB)
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Feedforward networks training speed enhancement by optimal initialization of the synaptic coefficients

Yam, J.Y.F.; Chow, T.W.S.
Page(s): 430-434
Digital Object Identifier 10.1109/72.914538
Abstract  | Full Text: PDF (136 KB)
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Nonlinear model structure detection using optimum experimental design and orthogonal least squares

Hong, X.; Harris, C.J.
Page(s): 435-439
Digital Object Identifier 10.1109/72.914539
Abstract  | Full Text: PDF (144 KB)
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Improving the capacity of complex-valued neural networks with a modified gradient descent learning rule

Donq Liang Lee
Page(s): 439-443
Digital Object Identifier 10.1109/72.914540
Abstract  | Full Text: PDF (164 KB)
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Errata to "on the use of separable volterra networks to model discrete-time volterra systems"

Adeney, K.A.; Korenberg, M.J.
Page(s): 443-443
Digital Object Identifier 10.1109/TNN.2001.914541
Abstract  | Full Text: PDF (20 KB)
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