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    ESANN
    2006
    114views Neural Networks» more  ESANN 2006»
    Reducing policy degradation in neuro-dynamic programming
    13 years 11 months ago
    Reducing policy degradation in neuro-dynamic programming
    Download  ml.informatik.uni-freiburg.de
    We focus on neuro-dynamic programming methods to learn state-action value functions and outline some of the inherent problems to be faced, when performing reinforcement learning in...
    Thomas Gabel, Martin Riedmiller
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    ESANN
    2006
    164views Neural Networks» more  ESANN 2006»
    A Gaussian process latent variable model formulation of canonical correlation analysis
    13 years 11 months ago
    A Gaussian process latent variable model formulation of canonical correlation analysis
    Download  www.dice.ucl.ac.be
    Abstract. We investigate a nonparametric model with which to visualize the relationship between two datasets. We base our model on Gaussian Process Latent Variable Models (GPLVM)[1...
    Gayle Leen, Colin Fyfe
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    ESANN
    2006
    116views Neural Networks» more  ESANN 2006»
    Nonlinear dynamics in neural computation
    13 years 11 months ago
    Nonlinear dynamics in neural computation
    Download  www.dice.ucl.ac.be
    This tutorial reports on the use of nonlinear dynamics in several different models of neural systems. We discuss a number of distinct approaches to neural information processing ba...
    Tjeerd Olde Scheper, Nigel Crook
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    ESANN
    2006
    101views Neural Networks» more  ESANN 2006»
    Gaussian and exponential architectures in small-world associative memories
    13 years 11 months ago
    Gaussian and exponential architectures in small-world associative memories
    Download  www.dice.ucl.ac.be
    The performance of sparsely-connected associative memory models built from a set of perceptrons is investigated using different patterns of connectivity. Architectures based on Gau...
    Lee Calcraft, Rod Adams, Neil Davey
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    ESANN
    2006
    99views Neural Networks» more  ESANN 2006»
    Nonlinear transient computation and variable noise tolerance
    13 years 11 months ago
    Nonlinear transient computation and variable noise tolerance
    Download  www.dice.ucl.ac.be
    A novel nonlinear transient computation device is presented which is designed to perform computations on multiple spike-train input signals. The input signals perturb the internal ...
    Nigel Crook
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