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    ESANN
    2004
    97views Neural Networks» more  ESANN 2004»
    Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps
    13 years 9 months ago
    Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps
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    Abstract. The use of self-organizing maps to analyze data often depends on finding effective methods to visualize the SOM's structure. In this paper we propose a new way to pe...
    Cesar García-Osorio, Jesús Maudes, C...
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    ESANN
    2004
    157views Neural Networks» more  ESANN 2004»
    Neuro-predictive control based self-tuning of PID controllers
    13 years 9 months ago
    Neuro-predictive control based self-tuning of PID controllers
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    : In this paper we present a new self-tuning procedure for PID controllers based on neuro-predictive control. A finite horizon optimal control problem is solved on-line, permitting...
    Corneliu Lazar, Sorin Carari, Draguna Vrabie, Mari...
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    ESANN
    2004
    95views Neural Networks» more  ESANN 2004»
    Implementation and coupling of dynamic neurons through optoelectronics
    13 years 9 months ago
    Implementation and coupling of dynamic neurons through optoelectronics
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    Abstract. In this work we describe experimental results regarding an optoelectronic implementation of a dynamic neuron model. The model is a variation of the FitzHugh-Nagumo equati...
    Alexandre R. S. Romariz, Kelvin Wagner
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    ESANN
    2004
    77views Neural Networks» more  ESANN 2004»
    Three dimensional frames of reference transformations using gain modulated populations of neurons
    13 years 9 months ago
    Three dimensional frames of reference transformations using gain modulated populations of neurons
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    This work investigates whether population vector coding could be a principle mechanism for sensorimotor transformations. This paper presents a formal demonstration of how populatio...
    Eric L. Sauser, Aude Billard
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    ESANN
    2004
    107views Neural Networks» more  ESANN 2004»
    Theory and applications of neural maps
    13 years 9 months ago
    Theory and applications of neural maps
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    In this tutorial paper about neural maps we review the current state in theoretical aspects like mathematical treatment of convergence, ordering and topography, magnification and o...
    Thomas Villmann, Udo Seiffert, Axel Wismüller
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