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    ESANN
    2007
    147views Neural Networks» more  ESANN 2007»
    Several ways to solve the MSO problem
    13 years 6 months ago
    Several ways to solve the MSO problem
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    The so called MSO-problem, – a simple superposition of two or more sinusoidal waves –, has recently been discussed as a benchmark problem for reservoir computing and was shown ...
    Jochen J. Steil
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    ESANN
    2007
    144views Neural Networks» more  ESANN 2007»
    One-class SVM regularization path and comparison with alpha seeding
    13 years 6 months ago
    One-class SVM regularization path and comparison with alpha seeding
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    One-class support vector machines (1-SVMs) estimate the level set of the underlying density observed data. Aside the kernel selection issue, one difficulty concerns the choice of t...
    Alain Rakotomamonjy, Manuel Davy
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    ESANN
    2007
    121views Neural Networks» more  ESANN 2007»
    SOM for intensity inhomogeneity correction in MRI
    13 years 6 months ago
    SOM for intensity inhomogeneity correction in MRI
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    Abstract. Given an appropriate imaging resolution, a common Magnetic Resonance Imaging (MRI) model assumes that object under study is composed of piecewise constant materials, so t...
    Maite García-Sebastián, Manuel Gra&n...
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    ESANN
    2007
    139views Neural Networks» more  ESANN 2007»
    Adaptive Global Metamodeling with Neural Networks
    13 years 6 months ago
    Adaptive Global Metamodeling with Neural Networks
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    Due to the scale and computational complexity of current simulation codes, metamodels (or surrogate models) have become indispensable tools for exploring and understanding the desi...
    Dirk Gorissen, Wouter Hendrickx, Tom Dhaene
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    ESANN
    2007
    139views Neural Networks» more  ESANN 2007»
    Exploring the causal order of binary variables via exponential hierarchies of Markov kernels
    13 years 6 months ago
    Exploring the causal order of binary variables via exponential hierarchies of Markov kernels
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    Abstract. We propose a new algorithm for estimating the causal structure that underlies the observed dependence among n (n ≥ 4) binary variables X1, . . . , Xn. Our inference pri...
    Xiaohai Sun, Dominik Janzing
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    ESANN
    2007
    96views Neural Networks» more  ESANN 2007»
    Informational cost in correlation-based neuronal networks
    13 years 6 months ago
    Informational cost in correlation-based neuronal networks
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    The cost of maintaining a given level of activity in a neuronal network depends on its size and degree of connectivity. Should a neural function require large-size fully-connected ...
    Gaetano Liborio Aiello, Carlo Casarino
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    ESANN
    2007
    74views Neural Networks» more  ESANN 2007»
    Spicules-based competitive neural network
    13 years 6 months ago
    Spicules-based competitive neural network
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    José Antonio Gómez-Ruiz, José...
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    ESANN
    2007
    117views Neural Networks» more  ESANN 2007»
    Automatically searching near-optimal artificial neural networks
    13 years 6 months ago
    Automatically searching near-optimal artificial neural networks
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    Leandro M. Almeida, Teresa Bernarda Ludermir
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    ESANN
    2007
    152views Neural Networks» more  ESANN 2007»
    Causality analysis of LFPs in micro-electrode arrays based on mutual information
    13 years 6 months ago
    Causality analysis of LFPs in micro-electrode arrays based on mutual information
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    Since perceptual and motor processes in the brain are the result of interactions between neurons, layers and areas, a lot of attention has been directed towards the development of...
    Nikolay V. Manyakov, Marc M. Van Hulle
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    ESANN
    2007
    131views Neural Networks» more  ESANN 2007»
    Computational Intelligence approaches to causality detection
    13 years 6 months ago
    Computational Intelligence approaches to causality detection
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    Discovering interdependencies and causal relationships is one of the most relevant challenges raised by the information era. As more and better data become available, there is an u...
    Katerina Hlavácková-Schindler, Pablo...
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