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    ESANN
    2006
    126views Neural Networks» more  ESANN 2006»
    FPGA implementation of an integrate-and-fire LEGION model for image segmentation
    13 years 6 months ago
    FPGA implementation of an integrate-and-fire LEGION model for image segmentation
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    Abstract. Despite several previous studies, little progress has been made in building successful neural systems for image segmentation in digital hardware. Spiking neural networks ...
    Bernard Girau, Cesar Torres-Huitzil
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    ESANN
    2006
    128views Neural Networks» more  ESANN 2006»
    Visual object classification by sparse convolutional neural networks
    13 years 6 months ago
    Visual object classification by sparse convolutional neural networks
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    Abstract. A convolutional network architecture termed sparse convolutional neural network (SCNN) is proposed and tested on a real-world classification task (car classification). In...
    Alexander Gepperth
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    ESANN
    2006
    103views Neural Networks» more  ESANN 2006»
    Topological Correlation
    13 years 6 months ago
    Topological Correlation
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    Quantifying the success of the topographic preservation achieved with a neural map is difficult. In this paper we present Topological Correlation, Tc, a method that assesses the de...
    Kevin Doherty, Rod Adams, Neil Davey
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    ESANN
    2006
    115views Neural Networks» more  ESANN 2006»
    Learning for stochastic dynamic programming
    13 years 6 months ago
    Learning for stochastic dynamic programming
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    Abstract. We present experimental results about learning function values (i.e. Bellman values) in stochastic dynamic programming (SDP). All results come from openDP (opendp.sourcef...
    Sylvain Gelly, Jérémie Mary, Olivier...
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    ESANN
    2006
    108views Neural Networks» more  ESANN 2006»
    Immune Network based Ensembles
    13 years 6 months ago
    Immune Network based Ensembles
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    This paper presents a new method for constructing ensembles of classifiers based on immune network theory, one of the most interesting paradigms within the field of artificial imm...
    Nicolás García-Pedrajas, Colin Fyfe
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    ESANN
    2006
    114views Neural Networks» more  ESANN 2006»
    Reducing policy degradation in neuro-dynamic programming
    13 years 6 months ago
    Reducing policy degradation in neuro-dynamic programming
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    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
    91views Neural Networks» more  ESANN 2006»
    Stochastic Processes for Canonical Correlation Analysis
    13 years 6 months ago
    Stochastic Processes for Canonical Correlation Analysis
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    We consider two stochastic process methods for performing canonical correlation analysis (CCA). The first uses a Gaussian Process formulation of regression in which we use the cur...
    Colin Fyfe, Gayle Leen
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    ESANN
    2006
    88views Neural Networks» more  ESANN 2006»
    Robust Local Cluster Neural Networks
    13 years 6 months ago
    Robust Local Cluster Neural Networks
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    Abstract. Artificial neural networks are intended to be used in future nanoelectronics since their biological examples seem to be robust to noise. In this paper, we analyze the rob...
    Ralf Eickhoff, Joaquin Sitte, Ulrich Rückert
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    ESANN
    2006
    95views Neural Networks» more  ESANN 2006»
    The permutation test for feature selection by mutual information
    13 years 6 months ago
    The permutation test for feature selection by mutual information
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    Damien François, Vincent Wertz, Michel Verl...
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    ESANN
    2006
    99views Neural Networks» more  ESANN 2006»
    Nonlinear transient computation and variable noise tolerance
    13 years 6 months ago
    Nonlinear transient computation and variable noise tolerance
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    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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