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    ESANN
    2004
    131views Neural Networks» more  ESANN 2004»
    Separability of analytic postnonlinear blind source separation with bounded sources
    13 years 6 months ago
    Separability of analytic postnonlinear blind source separation with bounded sources
    Download  www.dice.ucl.ac.be
    The aim of blind source separation (BSS) is to transform a mixed random vector such that the original sources are recovered. If the sources are assumed to be statistically independ...
    Fabian J. Theis, Peter Gruber
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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 6 months ago
    Three dimensional frames of reference transformations using gain modulated populations of neurons
    Download  www.dice.ucl.ac.be
    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
    87views Neural Networks» more  ESANN 2004»
    Soft-computing techniques for time series forecasting
    13 years 6 months ago
    Soft-computing techniques for time series forecasting
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    One way to contrast the behaviour of different algorithms in the field of timeseries forecasting is to compare the prediction error using a benchmark problem. Another interesting ...
    Ignacio Rojas Ruiz, Héctor Pomares
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    ESANN
    2004
    86views Neural Networks» more  ESANN 2004»
    Regularizing generalization error estimators: a novel approach to robust model selection
    13 years 6 months ago
    Regularizing generalization error estimators: a novel approach to robust model selection
    Download  www.dice.ucl.ac.be
    Abstract. A well-known result by Stein shows that regularized estimators with small bias often yield better estimates than unbiased estimators. In this paper, we adapt this spirit ...
    Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert M...
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    ESANN
    2004
    112views Neural Networks» more  ESANN 2004»
    Clustering functional data with the SOM algorithm
    13 years 6 months ago
    Clustering functional data with the SOM algorithm
    Download  apiacoa.org
    Abstract. In many situations, high dimensional data can be considered as sampled functions. We show in this paper how to implement a Self-Organizing Map (SOM) on such data by appro...
    Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Go...
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    ESANN
    2004
    110views Neural Networks» more  ESANN 2004»
    Self-organizing context learning
    13 years 6 months ago
    Self-organizing context learning
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    This work is designed to contribute to a deeper understanding of the recently proposed Merging SOM (MSOM). Its context model aims at the representation of sequences, an important s...
    Marc Strickert, Barbara Hammer
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    ESANN
    2004
    71views Neural Networks» more  ESANN 2004»
    Functional preprocessing for multilayer perceptrons
    13 years 6 months ago
    Functional preprocessing for multilayer perceptrons
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    In many applications, high dimensional input data can be considered as sampled functions. We show in this paper how to use this prior knowledge to implement functional preprocessin...
    Fabrice Rossi, Brieuc Conan-Guez
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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
    Download  www.dice.ucl.ac.be
    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
    Download  www.dice.ucl.ac.be
    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
    Download  www.dice.ucl.ac.be
    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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