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    ICANN
    2010
    Springer
    289views Neural Networks» more  ICANN 2010»
    On Estimating Mutual Information for Feature Selection
    13 years 11 months ago
    On Estimating Mutual Information for Feature Selection
    Download  www.tu-ilmenau.de
    Abstract. Mutual Information (MI) is a powerful concept from information theory used in many application fields. For practical tasks it is often necessary to estimate the Mutual In...
    Erik Schaffernicht, Robert Kaltenhaeuser, Saurabh ...
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    ICANN
    2010
    Springer
    288views Neural Networks» more  ICANN 2010»
    Neuro-symbolic Representation of Logic Programs Defining Infinite Sets
    13 years 11 months ago
    Neuro-symbolic Representation of Logic Programs Defining Infinite Sets
    Download  www.computing.dundee.ac.uk
    It has been one of the great challenges of neuro-symbolic integration to represent recursive logic programs using neural networks of finite size. In this paper, we propose to imple...
    Ekaterina Komendantskaya, Krysia Broda, Artur S. d...
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    ICANN
    2010
    Springer
    169views Neural Networks» more  ICANN 2010»
    Kernel-Based Learning from Infinite Dimensional 2-Way Tensors
    13 years 11 months ago
    Kernel-Based Learning from Infinite Dimensional 2-Way Tensors
    Download  ftp.esat.kuleuven.be
    Abstract. In this paper we elaborate on a kernel extension to tensorbased data analysis. The proposed ideas find applications in supervised learning problems where input data have ...
    Marco Signoretto, Lieven De Lathauwer, Johan A. K....
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    ICANN
    2010
    Springer
    204views Neural Networks» more  ICANN 2010»
    Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks
    13 years 11 months ago
    Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks
    Download  liris.cnrs.fr
    Abstract. In this paper, we propose a novel approach for action classification in soccer videos using a recurrent neural network scheme. Thereby, we extract from each video action ...
    Moez Baccouche, Franck Mamalet, Christian Wolf, Ch...
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    ICANN
    2010
    Springer
    173views Neural Networks» more  ICANN 2010»
    Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees
    13 years 11 months ago
    Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees
    Download  www.ifs.tuwien.ac.at
    Abstract. The Self-Organising Map (SOM) is a well-known neuralnetwork model that has successfully been used as a data analysis tool in many different domains. The SOM provides a to...
    Rudolf Mayer, Andreas Rauber
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    ICANN
    2010
    Springer
    194views Neural Networks» more  ICANN 2010»
    Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
    13 years 11 months ago
    Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
    Download  www.tu-ilmenau.de
    Abstract. In this paper we present a Reinforcement Learning (RL) approach with the capability to train neural adaptive controllers for complex control problems without expensive on...
    Frank-Florian Steege, André Hartmann, Erik ...
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    ICANN
    2010
    Springer
    157views Neural Networks» more  ICANN 2010»
    Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting
    13 years 11 months ago
    Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting
    Download  personalpages.manchester.ac.uk
    We present a biologically inspired neural network model of visual orienting (using saccadic eye movements) in which targets are preferentially selected according to their reward va...
    Kevin Brohan, Kevin N. Gurney, Piotr Dudek
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    ICANN
    2010
    Springer
    154views Neural Networks» more  ICANN 2010»
    Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks
    13 years 11 months ago
    Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks
    Download  www.cor-lab.de
    We shed light on the key ingredients of reservoir computing and analyze the contribution of the network dynamics to the spatial encoding of inputs. Therefore, we introduce attracto...
    Christian Emmerich, René Felix Reinhart, Jo...
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    ICANN
    2010
    Springer
    166views Neural Networks» more  ICANN 2010»
    Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning
    13 years 11 months ago
    Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning
    Download  www.tu-ilmenau.de
    We propose a new approach for reinforcement learning in problems with continuous actions. Actions are sampled by means of a diffusion tree, which generates samples in the continuou...
    Christian Vollmer, Erik Schaffernicht, Horst-Micha...
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    ICANN
    2010
    Springer
    171views Neural Networks» more  ICANN 2010»
    An Artificial Immune Network for Multi-objective Optimization
    13 years 11 months ago
    An Artificial Immune Network for Multi-objective Optimization
    Download  see.xidian.edu.cn
    Aris Lanaridis, Andreas Stafylopatis
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