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    ESANN
    2004
    140views Neural Networks» more  ESANN 2004»
    Sparse Bayesian kernel logistic regression
    13 years 9 months ago
    Sparse Bayesian kernel logistic regression
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    In this paper we present a simple hierarchical Bayesian treatment of the sparse kernel logistic regression (KLR) model based MacKay's evidence approximation. The model is re-p...
    Gavin C. Cawley, Nicola L. C. Talbot
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    ESANN
    2004
    90views Neural Networks» more  ESANN 2004»
    High-accuracy value-function approximation with neural networks applied to the acrobot
    13 years 9 months ago
    High-accuracy value-function approximation with neural networks applied to the acrobot
    Download  remi.coulom.free.fr
    Several reinforcement-learning techniques have already been applied to the Acrobot control problem, using linear function approximators to estimate the value function. In this pape...
    Rémi Coulom
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    ESANN
    2004
    133views Neural Networks» more  ESANN 2004»
    Dimensionality reduction and classification using the distribution mapping exponent
    13 years 9 months ago
    Dimensionality reduction and classification using the distribution mapping exponent
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    : Probability distribution mapping function, which maps multivariate data distribution to the function of one variable, is introduced. Distributionmapping exponent (DME) is somethi...
    Marcel Jirina
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    ESANN
    2004
    163views Neural Networks» more  ESANN 2004»
    Neural methods for non-standard data
    13 years 9 months ago
    Neural methods for non-standard data
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    Standard pattern recognition provides effective and noise-tolerant tools for machine learning tasks; however, most approaches only deal with real vectors of a finite and fixed dime...
    Barbara Hammer, Brijnesh J. Jain
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    ESANN
    2004
    110views Neural Networks» more  ESANN 2004»
    Learning by geometrical shape changes of dendritic spines
    13 years 9 months ago
    Learning by geometrical shape changes of dendritic spines
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    The role of dendritic spines in neuronal information processing is still not completely clear. However, it is known that spines can change shape rapidly during development and duri...
    Andreas Herzog, Vadym Spravedlyvyy, Karsten Kube, ...
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