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    ESANN
    2004
    95views Neural Networks» more  ESANN 2004»
    Implementation and coupling of dynamic neurons through optoelectronics
    13 years 6 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
    119views Neural Networks» more  ESANN 2004»
    Neural dynamics for task-oriented grouping of communicating agents
    13 years 6 months ago
    Neural dynamics for task-oriented grouping of communicating agents
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    Abstract. Many real world problems are given in the form of multiple measurements comprising local descriptions or tasks. We propose that a dynamical organization of a population o...
    Jochen J. Steil
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    ESANN
    2004
    88views Neural Networks» more  ESANN 2004»
    Speaker verification by means of ANNs
    13 years 6 months ago
    Speaker verification by means of ANNs
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    In text-dependent speaker verification the speech signals have to be time-aligned. For that purpose dynamic time warping (DTW) can be used which performs the alignment by minimizi...
    Urs Niesen, Beat Pfister
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    ESANN
    2004
    95views Neural Networks» more  ESANN 2004»
    Forbidden magnification? II
    13 years 6 months ago
    Forbidden magnification? II
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    The twin of this paper, "Forbidden Magnification? I." [1], presents systematic SOM simulations with the explicit magnification control scheme of Bauer, Der, and Herrmann ...
    Erzsébet Merényi, Abha Jain
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    ESANN
    2004
    97views Neural Networks» more  ESANN 2004»
    Visual person tracking with a Supervised Conditioning-SOM
    13 years 6 months ago
    Visual person tracking with a Supervised Conditioning-SOM
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    The classification problem of determining if a surveillance camera sees persons is tackled with two neural models: the Self-Organizing Map (SOM) with supervision as in a classical ...
    J. David Buldain Pérez, José El&iacu...
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    ESANN
    2004
    109views Neural Networks» more  ESANN 2004»
    On fields of nonlinear regression models
    13 years 6 months ago
    On fields of nonlinear regression models
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    Abstract. In the context of nonlinear regression, we consider the problem of explaining a variable y from a vector x of explanatory variables and from a vector t of conditionning v...
    Bruno Pelletier, Robert Frouin
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    ESANN
    2004
    169views Neural Networks» more  ESANN 2004»
    Sparse LS-SVMs using additive regularization with a penalized validation criterion
    13 years 6 months ago
    Sparse LS-SVMs using additive regularization with a penalized validation criterion
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    This paper is based on a new way for determining the regularization trade-off in least squares support vector machines (LS-SVMs) via a mechanism of additive regularization which ha...
    Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
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    ESANN
    2004
    139views Neural Networks» more  ESANN 2004»
    Dynamic functional-link neural networks genetically evolved applied to system identification
    13 years 6 months ago
    Dynamic functional-link neural networks genetically evolved applied to system identification
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    : The contribution concerns the design of a generalised functional-link neural network with internal dynamics and its applicability to system identification by means of multi-input...
    Teodor Marcu, Birgit Köppen-Seliger
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    ESANN
    2004
    92views Neural Networks» more  ESANN 2004»
    Neural Hardware: beyond ones and zeros
    13 years 6 months ago
    Neural Hardware: beyond ones and zeros
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    An overview of research on the implementation of neural systems is presented in this paper. We focus on implementations where the algorithms and their physical support are tightly ...
    Patrice Fleury, Adria Bofill-i-Petit, Alan F. Murr...
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    ESANN
    2004
    103views Neural Networks» more  ESANN 2004»
    BIOSEG: a bioinspired vlsi analog system for image segmentation
    13 years 6 months ago
    BIOSEG: a bioinspired vlsi analog system for image segmentation
    Download  www.dice.ucl.ac.be
    : The architecture of a complete image segmentation system and the development of an embedded VLSI low-power integrated circuit are reported. A neuromorphic engineering approach is...
    Jordi Madrenas, Jordi Cosp, Lucas Oscar, Eduard Al...
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