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    TNN
    2008
    93views more  TNN 2008»
    Towards the Optimal Design of Numerical Experiments
    13 years 11 months ago
    Towards the Optimal Design of Numerical Experiments
    Download  www.neurones.espci.fr
    This paper addresses the problem of the optimal design of numerical experiments for the construction of nonlinear surrogate models. We describe a new method, called learner disagre...
    S. Gazut, J.-M. Martinez, Gérard Dreyfus, Y...
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    TNN
    2008
    101views more  TNN 2008»
    Comments on "The Extreme Learning Machine"
    13 years 11 months ago
    Comments on "The Extreme Learning Machine"
    Download  www3.ntu.edu.sg
    Abstract--This comment letter points out that the essence of the "extreme learning machine (ELM)" recently appeared has been proposed earlier by Broomhead and Lowe and Pa...
    L. P. Wang, C. R. Wan
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    TNN
    2008
    102views more  TNN 2008»
    Robust Synchronization of an Array of Coupled Stochastic Discrete-Time Delayed Neural Networks
    13 years 11 months ago
    Robust Synchronization of an Array of Coupled Stochastic Discrete-Time Delayed Neural Networks
    Download  bura.brunel.ac.uk
    Abstract--This paper is concerned with the robust synchronization problem for an array of coupled stochastic discrete-time neural networks with time-varying delay. The individual n...
    J. Liang, Z. Wang, Y. Liu, X. Liu
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    TNN
    2008
    128views more  TNN 2008»
    Nonnegative Matrix Factorization in Polynomial Feature Space
    13 years 11 months ago
    Nonnegative Matrix Factorization in Polynomial Feature Space
    Download  webhost.uoradea.ro
    Abstract--Plenty of methods have been proposed in order to discover latent variables (features) in data sets. Such approaches include the principal component analysis (PCA), indepe...
    Ioan Buciu, Nikos Nikolaidis, Ioannis Pitas
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    TNN
    2008
    106views more  TNN 2008»
    Stability and Hopf Bifurcation of a General Delayed Recurrent Neural Network
    13 years 11 months ago
    Stability and Hopf Bifurcation of a General Delayed Recurrent Neural Network
    Download  www.ee.cityu.edu.hk
    In this paper, stability and bifurcation of a general recurrent neural network with multiple time delays is considered, where all the variables of the network can be regarded as bi...
    Wenwu Yu, Jinde Cao, Guanrong Chen
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    TNN
    2008
    67views more  TNN 2008»
    Simple Method for High-Performance Digit Recognition Based on Sparse Coding
    13 years 11 months ago
    Simple Method for High-Performance Digit Recognition Based on Sparse Coding
    Download  www.inb.uni-luebeck.de
    Kai Labusch, Erhardt Barth, Thomas Martinetz
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    TNN
    2008
    90views more  TNN 2008»
    Shared Feature Extraction for Nearest Neighbor Face Recognition
    13 years 11 months ago
    Shared Feature Extraction for Nearest Neighbor Face Recognition
    Download  openaccess.uoc.edu
    In this paper, we propose a new supervised linear feature extraction technique for multiclass classification problems that is specially suited to the nearest neighbor classifier (N...
    David Masip, Jordi Vitrià
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    TNN
    2008
    129views more  TNN 2008»
    Data Visualization and Dimensionality Reduction Using Kernel Maps With a Reference Point
    13 years 11 months ago
    Data Visualization and Dimensionality Reduction Using Kernel Maps With a Reference Point
    Download  www.esat.kuleuven.be
    In this paper, a new kernel-based method for data visualization and dimensionality reduction is proposed. A reference point is considered corresponding to additional constraints ta...
    Johan A. K. Suykens
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    TNN
    2008
    70views more  TNN 2008»
    Robust Neural Network Tracking Controller Using Simultaneous Perturbation Stochastic Approximation
    13 years 11 months ago
    Robust Neural Network Tracking Controller Using Simultaneous Perturbation Stochastic Approximation
    Download  www.jhuapl.edu
    Qing Song, James C. Spall, Yeng Chai Soh, Jie Ni
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    TNN
    2008
    67views more  TNN 2008»
    Local Classifier Weighting by Quadratic Programming
    13 years 11 months ago
    Local Classifier Weighting by Quadratic Programming
    Download  users.rowan.edu
    Hakan Cevikalp, Robi Polikar
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