Connectionists: IEEE Transactions on Neural Networks; vol.19, no.6, June 2008

Sun Jul 6 06:01:43 EDT 2008

Dear Colleagues,

The following articles appear in the latest issue of IEEE Transactions on Neural Networks; vol.19, no.6,  June 2008.

The articles can be retrieved on IEEE Xplore:
http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=72
or directly by clicking the individual paper URL below.

Marios M. Polycarpou
IEEE-TNN  Editor-in-Chief
email: ieeetnn at ucy.ac.cy

1.     Title: Beyond Feedforward Models Trained by Backpropagation: A Practical Training Tool for a More Efficient Universal Approximator

Authors: Ilin, R.; Kozma, R.; Werbos, P. J

Pages: 929-937

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04526695.pdf?isnumber=4531603&prod=JNL&arnumber=4526695&arSt=929&ared=937&arAuthor=Ilin%2C+R.%3B+Kozma%2C+R.%3B+Werbos%2C+P.+J.

2.     Title: Global Convergence and Limit Cycle Behavior of Weights of Perceptron

Authors: Ho, C. Y.-F.; Ling, B. W.-K.; Lam, H.-K.; Nasir, M. H. U.

Pages: 938-947

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04480131.pdf?isnumber=4531603&prod=JNL&arnumber=4480131&arSt=938&ared=947&arAuthor=Ho%2C+C.+Y.-F.%3B+Ling%2C+B.+W.-K.%3B+Lam%2C+H.-K.%3B+Nasir%2C+M.+H.+U.

3.     Title: Centroid Neural Network With a Divergence Measure for GPDF Data Clustering

       Authors: Park, D.-C.; Kwon, O.-H.; Chung, J.

       Pages: 948-957

       URL:

http://ieeexplore.ieee.org/iel5/72/4531603/04470005.pdf?isnumber=4531603&prod=JNL&arnumber=4470005&arSt=948&ared=957&arAuthor=Park%2C+D.-C.%3B+Kwon%2C+O.-H.%3B+Chung%2C+J.

4.     Title: Implementation of Pipelined FastICA on FPGA for Real-Time Blind Source Separation

Authors: Shyu, K.-K.; Lee, M.-H.; Wu, Y.-T.; Lee, P.-L.

Pages: 958-970

URL:

http://ieeexplore.ieee.org/iel5/72/4531603/04480150.pdf?isnumber=4531603&prod=JNL&arnumber=4480150&arSt=958&ared=970&arAuthor=Shyu%2C+K.-K.%3B+Lee%2C+M.-H.%3B+Wu%2C+Y.-T.%3B+Lee%2C+P.-L.

5.     Title: Global Convergence of SMO Algorithm for Support Vector Regression

Authors: Takahashi, N.; Guo, J.; Nishi, T.

Pages: 971-982

URL:

http://ieeexplore.ieee.org/iel5/72/4531603/04479862.pdf?isnumber=4531603&prod=JNL&arnumber=4479862&arSt=971&ared=982&arAuthor=Takahashi%2C+N.%3B+Guo%2C+J.%3B+Nishi%2C+T.

6.     Title: Optimized Approximation Algorithm in Neural Networks Without Overfitting

Authors: Liu, Y.; Starzyk, J. A.; Zhu, Z.

Pages:  983-995

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04471901.pdf?isnumber=4531603&prod=JNL&arnumber=4471901&arSt=983&ared=995&arAuthor=Liu%2C+Y.%3B+Starzyk%2C+J.+A.%3B+Zhu%2C+Z.

7.     Title: A Constrained Optimization Approach to Preserving Prior Knowledge During Incremental Training 

Authors: Ferrari, S.; Jensenius, M.

Pages: 996-1009

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04479860.pdf?isnumber=4531603&prod=JNL&arnumber=4479860&arSt=996&ared=1009&arAuthor=Ferrari%2C+S.%3B+Jensenius%2C+M.

8.     Title: Adaptive Gain Control for Spike-Based Map Communication in a Neuromorphic Vision System

Authors: Meng, Y.; Shi, B. E.

Pages: 1010-1021

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04480132.pdf?isnumber=4531603&prod=JNL&arnumber=4480132&arSt=1010&ared=1021&arAuthor=Meng%2C+Y.%3B+Shi%2C+B.+E.

9.     Title: Local Convergence Analysis of FastICA and Related Algorithms

Authors: Shen, H.; Kleinsteuber, M.; Huper, K.

Pages: 1022-1032

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04471900.pdf?isnumber=4531603&prod=JNL&arnumber=4471900&arSt=1022&ared=1032&arAuthor=Shen%2C+H.%3B+Kleinsteuber%2C+M.%3B+Huper%2C+K.

10.  Title: Representation of Nonlinear Random Transformations by Non-Gaussian Stochastic Neural Networks

Authors: Turchetti, C.; Crippa, P.; Pirani, M.; Biagetti, G.

Pages: 1033-1060

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04460850.pdf?isnumber=4531603&prod=JNL&arnumber=4460850&arSt=1033&ared=1060&arAuthor=Turchetti%2C+C.%3B+Crippa%2C+P.%3B+Pirani%2C+M.%3B+Biagetti%2C+G.

11.  Title: Incremental Learning of Chunk Data for Online Pattern Classification Systems

Authors: Ozawa, S.; Pang, S.; Kasabov, N.
Pages: 1061-1074

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04470004.pdf?isnumber=4531603&prod=JNL&arnumber=4470004&arSt=1061&ared=1074&arAuthor=Ozawa%2C+S.%3B+Pang%2C+S.%3B+Kasabov%2C+N.

12.  Title: Absolute Exponential Stability of Recurrent Neural Networks With Generalized Activation Function

Authors: Xu, J.; Cao, Y.-Y.; Sun, Y.; Tang, J.

Pages: 1075-1089

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04470006.pdf?isnumber=4531603&prod=JNL&arnumber=4470006&arSt=1075&ared=1089&arAuthor=Xu%2C+J.%3B+Cao%2C+Y.-Y.%3B+Sun%2C+Y.%3B+Tang%2C+J.

13.  Title: Nonnegative Matrix Factorization in Polynomial Feature Space

Autors: Buciu, I.; Nikolaidis, N.; Pitas, I.
Pages: 1090-1100

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04488103.pdf?isnumber=4531603&prod=JNL&arnumber=4488103&arSt=1090&ared=1100&arAuthor=Buciu%2C+I.%3B+Nikolaidis%2C+N.%3B+Pitas%2C+I.

14.  Title: Automatic Relevance Determination for Identifying Thalamic Regions Implicated in Schizophrenia
Authors: Browne, A.; Jakary, A.; Vinogradov, S.; Fu, Y.; Deicken, R. F.

Pages: 1101-1107

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04493273.pdf?isnumber=4531603&prod=JNL&arnumber=4493273&arSt=1101&ared=1107&arAuthor=Browne%2C+A.%3B+Jakary%2C+A.%3B+Vinogradov%2C+S.%3B+Fu%2C+Y.%3B+Deicken%2C+R.+F.

15.  Title: An Adaptive Learning Approach for 3-D Surface Reconstruction From Point Clouds

Authors: Junior, A. M. B.; Neto, A. D. D.; de Melo, J. D.; Goncalves, L. M. G.

Pages: 1130-1140

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04526697.pdf?isnumber=4531603&prod=JNL&arnumber=4526697&arSt=1130&ared=1140&arAuthor=Junior%2C+A.+M.+B.%3B+Neto%2C+A.+D.+D.%3B+de+Melo%2C+J.+D.%3B+Goncalves%2C+L.+M.+G.

16.  Title: Corrections to "On Adaptive Learning Rate That Guarantees Convergence in Feedforward Networks"
Authors: Behera, L.; Kumar, S.; Patnaik, A.
Pages: 1141-1141

URL: http://ieeexplore.ieee.org/iel5/72/4531603/04531606.pdf?isnumber=4531603&prod=JNL&arnumber=4531606&arSt=1141&ared=1141&arAuthor=Behera%2C+L.%3B+Kumar%2C+S.%3B+Patnaik%2C+A.

17.  Title: Neurodynamics of Cognition and Consciousness
Authors: Perlovsky, L. I.; Kozma, Eds., R.
Pages: 1142-1142

URL:  http://ieeexplore.ieee.org/iel5/72/4531603/04531604.pdf?isnumber=4531603&prod=JNL&arnumber=4531604&arSt=1142&ared=1142&arAuthor=Perlovsky%2C+L.+I.%3B+Kozma%2C+Eds.%2C+R.
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