Volume 70; Issue 1-3

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Neurocomputing
Volume 70; Issue 1-3

Neurocomputing

Volume 70; Issue 1-3

1

PIRANHA: Policy iteration for recurrent artificial neural networks with hidden activities

István Szita, András Lőrincz

Journal:

Year:

2006

Language:

english

File:

PDF, 316 KB

english, 2006

2

Modified gradient algorithm for total least square filtering

Xiangyu Kong, Chongzhao Han, Ruixuan Wei

Journal:

Year:

2006

Language:

english

File:

PDF, 428 KB

english, 2006

3

Mold temperature control of a rubber injection-molding machine by TSK-type recurrent neural fuzzy network

Chia-Feng Juang, Shui-Tien Huang, Fun-Bin Duh

Journal:

Year:

2006

Language:

english

File:

PDF, 454 KB

english, 2006

4

A new training and pruning algorithm based on node dependence and Jacobian rank deficiency

Jinhua Xu, Daniel W.C. Ho

Journal:

Year:

2006

Language:

english

File:

PDF, 981 KB

english, 2006

5

A set of nonlinear equations and inequalities arising in robotics and its online solution via a primal neural network

Journal:

Year:

2006

Language:

english

File:

PDF, 375 KB

english, 2006

6

Inverse training scheme for MS_CMAC neural network to handle random training data

Jiun-Chi Jan, Chih-Ming Chen, Liang-Hao Hsiao

Journal:

Year:

2006

Language:

english

File:

PDF, 353 KB

english, 2006

7

An efficient hidden layer training method for the multilayer perceptron

Changhua Yu, Michael T. Manry, Jiang Li, Pramod Lakshmi Narasimha

Journal:

Year:

2006

Language:

english

File:

PDF, 325 KB

english, 2006

8

Dynamical behaviors of Cohen–Grossberg neural networks with delays and reaction–diffusion terms

Hongyong Zhao, Kunlun Wang

Journal:

Year:

2006

Language:

english

File:

PDF, 415 KB

english, 2006

9

Multiple recurrent neural networks for stable adaptive control

Journal:

Year:

2006

Language:

english

File:

PDF, 592 KB

english, 2006

10

The regularized LVQ1 algorithm

Journal:

Year:

2006

Language:

english

File:

PDF, 567 KB

english, 2006

11

A fast modified constructive-covering algorithm for binary multi-layer neural networks

Di Wang, Narendra. S. Chaudhari

Journal:

Year:

2006

Language:

english

File:

PDF, 336 KB

english, 2006

12

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qin-Yu Zhu, Chee-Kheong Siew

Journal:

Year:

2006

Language:

english

File:

PDF, 446 KB

english, 2006

13

Extracting rules from multilayer perceptrons in classification problems: A clustering-based approach

Eduardo R. Hruschka, Nelson F.F. Ebecken

Journal:

Year:

2006

Language:

english

File:

PDF, 304 KB

english, 2006

14

Non-flat function estimation with a multi-scale support vector regression

Danian Zheng, Jiaxin Wang, Yannan Zhao

Journal:

Year:

2006

Language:

english

File:

PDF, 412 KB

english, 2006

15

Sparse support vector regression based on orthogonal forward selection for the generalised kernel model

X.X. Wang, S. Chen, D. Lowe, C.J. Harris

Journal:

Year:

2006

Language:

english

File:

PDF, 347 KB

english, 2006

16

Inversion-based nonlinear adaptation of noisy acoustic parameters for a neural/HMM speech recognizer

Edmondo Trentin, Marco Gori

Journal:

Year:

2006

Language:

english

File:

PDF, 230 KB

english, 2006

17

Short-term ANN load forecasting from limited data using generalization learning strategies

Zeke S.H. Chan, H.W. Ngan, A.B. Rad, A.K. David, N. Kasabov

Journal:

Year:

2006

Language:

english

File:

PDF, 574 KB

english, 2006

18

Adaptive neuro-fuzzy inference system to compute quasi-TEM characteristic parameters of microshield lines with practical cavity sidewall profiles

Elif Derya Übeyli, İnan Güler

Journal:

Year:

2006

Language:

english

File:

PDF, 265 KB

english, 2006

19

Convergence analysis of Xu's LMSER learning algorithm via deterministic discrete time system method

Jian Cheng Lv, Zhang Yi, K.K. Tan

Journal:

Year:

2006

Language:

english

File:

PDF, 305 KB

english, 2006

20

Interpretation of perceptron weights as constructed time series for EEG classification

Dik Kin Wong, E. Timothy Uy, Marcos Perreau Guimaraes, Wayne Yang, Patrick Suppes

Journal:

Year:

2006

Language:

english

File:

PDF, 573 KB

english, 2006

21

Global exponential stability of periodic neural networks with time-varying delays

Haijun Jiang, Jinde Cao

Journal:

Year:

2006

Language:

english

File:

PDF, 361 KB

english, 2006

22

Feature selection and classification using flexible neural tree

Yuehui Chen, Ajith Abraham, Bo Yang

Journal:

Year:

2006

Language:

english

File:

PDF, 210 KB

english, 2006

23

Generalization ability of Boolean functions implemented in feedforward neural networks

Leonardo Franco

Journal:

Year:

2006

Language:

english

File:

PDF, 313 KB

english, 2006

24

NeuGen: A tool for the generation of realistic morphology of cortical neurons and neural networks in 3D

J.P. Eberhard, A. Wanner, G. Wittum

Journal:

Year:

2006

Language:

english

File:

PDF, 683 KB

english, 2006

25

Melt index prediction by neural networks based on independent component analysis and multi-scale analysis

Jian Shi, Xinggao Liu, Youxian Sun

Journal:

Year:

2006

Language:

english

File:

PDF, 306 KB

english, 2006

26

Neural network control of flexible-link manipulators using sliding mode

Yuangang Tang, Fuchun Sun, Zengqi Sun

Journal:

Year:

2006

Language:

english

File:

PDF, 266 KB

english, 2006

27

On global exponential stability of generalized stochastic neural networks with mixed time-delays

Yurong Liu, Zidong Wang, Xiaohui Liu

Journal:

Year:

2006

Language:

english

File:

PDF, 239 KB

english, 2006

28

Simulation of neural population dynamics with a refractory density approach and a conductance-based threshold neuron model

Anton V. Chizhov, Lyle J. Graham, Andrey A. Turbin

Journal:

Year:

2006

Language:

english

File:

PDF, 392 KB

english, 2006

29

Quantitative measure of complexity of the dynamic event-related EEG data

Xiao-mei Pei, Chong-xun Zheng, Wei-xing He, Jin Xu

Journal:

Year:

2006

Language:

english

File:

PDF, 581 KB

english, 2006

30

Stability analysis of an unsupervised neural network with feedforward and feedback dynamics

A. Meyer-Baese, S. Pilyugin

Journal:

Year:

2006

Language:

english

File:

PDF, 142 KB

english, 2006

31

On the global robust asymptotic stability of BAM neural networks with time-varying delays

Xuyang Lou, Baotong Cui

Journal:

Year:

2006

Language:

english

File:

PDF, 186 KB

english, 2006

32

Ensemble classifiers based on correlation analysis for DNA microarray classification

Kyung-Joong Kim, Sung-Bae Cho

Journal:

Year:

2006

Language:

english

File:

PDF, 474 KB

english, 2006

33

Linear stability and Hopf bifurcation in a three-unit neural network with two delays

Shaofen Zou, Lihong Huang, Yuming Chen

Journal:

Year:

2006

Language:

english

File:

PDF, 247 KB

english, 2006

34

A meta-learning approach to automatic kernel selection for support vector machines

Shawkat Ali, Kate A. Smith-Miles

Journal:

Year:

2006

Language:

english

File:

PDF, 386 KB

english, 2006

35

Self-generation RBFNs using evolutional PSO learning

Hsuan-Ming Feng

Journal:

Year:

2006

Language:

english

File:

PDF, 629 KB

english, 2006

36

A modified infomax algorithm for blind signal separation

Hyung-Min Park, Sang-Hoon Oh, Soo-Young Lee

Journal:

Year:

2006

Language:

english

File:

PDF, 449 KB

english, 2006

37

Inhibitory control of spike timing precision

M. Ambard, D. Martinez

Journal:

Year:

2006

Language:

english

File:

PDF, 455 KB

english, 2006

38

Balanced parameterization of multichannel blind deconvolutive systems: A continuous time realization

Liangsuo Ma, Ah Chung Tsoi

Journal:

Year:

2006

Language:

english

File:

PDF, 868 KB

english, 2006

39

Dynamics of periodic Cohen–Grossberg neural networks with varying delays

Zhaohui Yuan, Lifen Yuan, Lihong Huang

Journal:

Year:

2006

Language:

english

File:

PDF, 213 KB

english, 2006

40

Three-dimensional surface registration: A neural network strategy

Heng Liu, Jingqi Yan, David Zhang

Journal:

Year:

2006

Language:

english

File:

PDF, 290 KB

english, 2006

41

Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting

D. Benaouda, F. Murtagh, J.-L. Starck, O. Renaud

Journal:

Year:

2006

Language:

english

File:

PDF, 1008 KB

english, 2006

42

Concurrent genetic optimization for joint design of source and channel codes

Chien-Min Ou, Wen-Jyi Hwang, Wen-Wei Hu, Tsung-Yan Lo

Journal:

Year:

2006

Language:

english

File:

PDF, 219 KB

english, 2006

43

A novel mixture of experts model based on cooperative coevolution

Minh Ha Nguyen, Hussein A. Abbass, Robert I. Mckay

Journal:

Year:

2006

Language:

english

File:

PDF, 383 KB

english, 2006

44

Neural computation using discrete and continuous Hopfield networks for power system economic dispatch and unit commitment

K. Shanti Swarup, P.V. Simi

Journal:

Year:

2006

Language:

english

File:

PDF, 321 KB

english, 2006

45

A novel full structure optimization algorithm for radial basis probabilistic neural networks

Ji-Xiang Du, De-Shuang Huang, Guo-Jun Zhang, Zeng-Fu Wang

Journal:

Year:

2006

Language:

english

File:

PDF, 322 KB

english, 2006

46

Neural network approach to contingency screening and ranking in power systems

K. Shanti Swarup, G. Sudhakar

Journal:

Year:

2006

Language:

english

File:

PDF, 338 KB

english, 2006

47

Developing parallel sequential minimal optimization for fast training support vector machine

L.J. Cao, S.S. Keerthi, C.J. Ong, P. Uvaraj, X.J. Fu, H.P. Lee

Journal:

Year:

2006

Language:

english

File:

PDF, 395 KB

english, 2006

48

Detecting novelties in time series through neural networks forecasting with robust confidence intervals

Adriano L.I. Oliveira, Silvio R.L. Meira

Journal:

Year:

2006

Language:

english

File:

PDF, 389 KB

english, 2006

49

Using non-linear even functions for error minimization in adaptive filters

Allan Kardec Barros, Jose Principe, Yoshinori Takeuchi, Noboru Ohnishi

Journal:

Year:

2006

Language:

english

File:

PDF, 288 KB

english, 2006

50

Reinforcement learning of a simple control task using the spike response model

Murilo Saraiva de Queiroz, Roberto Coelho de Berrêdo, Antônio de Pádua Braga

Journal:

Year:

2006

Language:

english

File:

PDF, 407 KB

english, 2006

51

The best currently known class of dynamically equivalent cellular automata rules for density classification

Pedro P.B. de Oliveira, José C. Bortot, Gina M.B. Oliveira

Journal:

Year:

2006

Language:

english

File:

PDF, 420 KB

english, 2006

52

A computational model of the primary auditory cortex exhibiting plasticity in the frequency representation

Marilene de Pinho, Marcelo Mazza, Antônio C. Roque

Journal:

Year:

2006

Language:

english

File:

PDF, 498 KB

english, 2006

53

Use of gene dependent mutation probability in evolutionary neural networks for non-stationary problems

Renato Tinós, André C.P.L.F. de Carvalho

Journal:

Year:

2006

Language:

english

File:

PDF, 306 KB

english, 2006

54

Determination of multiple direction of arrival in antennas arrays with radial basis functions

Osmar de Araújo Dourado Júnior, Adrião Duarte Dória Neto, Wilson da Mata

Journal:

Year:

2006

Language:

english

File:

PDF, 218 KB

english, 2006

55

Improving self-organization of document collections by semantic mapping

Renato Fernandes Corrêa, Teresa Bernarda Ludermir

Journal:

Year:

2006

Language:

english

File:

PDF, 184 KB

english, 2006

56

Combining an evolutionary algorithm with data mining to solve a single-vehicle routing problem

H.G. Santos, L.S. Ochi, E.H. Marinho, L.M.A. Drummond

Journal:

Year:

2006

Language:

english

File:

PDF, 258 KB

english, 2006

57

The Brazilian Symposium on Neural Networks (SBRN’04)

Aluízio F.R. Araújo, André de Carvalho

Journal:

Year:

2006

Language:

english

File:

PDF, 77 KB

english, 2006

58

Influence zones: A strategy to enhance reinforcement learning

Arthur Plínio de S. Braga, Aluízio F.R. Araújo

Journal:

Year:

2006

Language:

english

File:

PDF, 1.22 MB

english, 2006

59

Author index to volume 70, Nos. 1-3 (2006)

Journal:

Year:

2006

Language:

english

File:

PDF, 173 KB

english, 2006

60

Subject index to volume 70, Nos. 1-3 (2006)

Journal:

Year:

2006

Language:

english

File:

PDF, 118 KB

english, 2006

61

Calendar of meetings

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Year:

2006

Language:

english

File:

PDF, 163 KB

english, 2006

62

Announcements of Conferences

Journal:

Year:

2006

Language:

english

File:

PDF, 165 KB

english, 2006

63

Editorial Board

Journal:

Year:

2006

Language:

english

File:

PDF, 102 KB

english, 2006

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