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    ICONIP
    2007
    111views Information Technology» more  ICONIP 2007»
    Automatic Factorization of Biological Signals Measured by Fluorescence Correlation Spectroscopy Using Non-negative Matrix Factor
    13 years 8 months ago
    Automatic Factorization of Biological Signals Measured by Fluorescence Correlation Spectroscopy Using Non-negative Matrix Factor
    Download  bsrc.kaist.ac.kr
    − This paper proposes an automatic factorization method of the biological signals measured by Fluorescence Correlation Spectroscopy (FCS). Since the signals are composed from sev...
    Kenji Watanabe, Takio Kurita
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    ICONIP
    2007
    141views Information Technology» more  ICONIP 2007»
    Natural Conjugate Gradient in Variational Inference
    13 years 8 months ago
    Natural Conjugate Gradient in Variational Inference
    Download  eprints.pascal-network.org
    Variational methods for approximate inference in machine learning often adapt a parametric probability distribution to optimize a given objective function. This view is especially ...
    Antti Honkela, Matti Tornio, Tapani Raiko, Juha Ka...
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    ICONIP
    2007
    101views Information Technology» more  ICONIP 2007»
    Orientation Recognition of Iris Pattern
    13 years 8 months ago
    Orientation Recognition of Iris Pattern
    Download  www.chubu.meti.go.jp
    Takeshi Kawasaki, Hironobu Takano, Kiyomi Nakamura
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    ICONIP
    2007
    112views Information Technology» more  ICONIP 2007»
    Blind Deconvolution of MIMO-IIR Systems: A Two-Stage EVA
    13 years 8 months ago
    Blind Deconvolution of MIMO-IIR Systems: A Two-Stage EVA
    Download  www.yonago-k.ac.jp
    This paper deals with a blind deconvolution (DB) problem for multiple-input multiple-output infinite impulse response (MIMO-IIR) systems. To solve this problem, we propose an eige...
    Mitsuru Kawamoto, Yujiro Inouye, Kiyotaka Kohno
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    ICONIP
    2007
    126views Information Technology» more  ICONIP 2007»
    Analog CMOS Circuits Implementing Neural Segmentation Model Based on Symmetric STDP Learning
    13 years 8 months ago
    Analog CMOS Circuits Implementing Neural Segmentation Model Based on Symmetric STDP Learning
    Download  lalsie.ist.hokudai.ac.jp
    We proposed a neural segmentation model that is suitable for implementation in analog VLSIs using conventional CMOS technology. The model consists of neural oscillators mutually co...
    Gessyca Maria Tovar, Eric Shun Fukuda, Tetsuya Asa...
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    ICONIP
    2007
    114views Information Technology» more  ICONIP 2007»
    Diverse Evolutionary Neural Networks Based on Information Theory
    13 years 8 months ago
    Diverse Evolutionary Neural Networks Based on Information Theory
    Download  sclab.yonsei.ac.kr
    There is no consensus on measuring distances between two different neural network architectures. Two folds of methods are used for that purpose: Structural and behavioral distance ...
    Kyung-Joong Kim, Sung-Bae Cho
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    ICONIP
    2007
    142views Information Technology» more  ICONIP 2007»
    Adaptive Spiking Neural Networks for Audiovisual Pattern Recognition
    13 years 8 months ago
    Adaptive Spiking Neural Networks for Audiovisual Pattern Recognition
    Download  ii.fmph.uniba.sk
    Abstract. The paper describes the integration of brain-inspired systems to perform audiovisual pattern recognition tasks. Individual sensory pathways as well as the integrative mod...
    Simei Gomes Wysoski, Lubica Benuskova, Nikola Kasa...
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    ICONIP
    2007
    123views Information Technology» more  ICONIP 2007»
    Interpretable Piecewise Linear Classifier
    13 years 8 months ago
    Interpretable Piecewise Linear Classifier
    Download  www2.ktokai-u.ac.jp
    In this study we propose a new ensemble model composed of several linear perceptrons. The objective of this study is to build a piecewise-linear classifier that is not only compet...
    Pitoyo Hartono
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    ICONIP
    2007
    192views Information Technology» more  ICONIP 2007»
    Classification of Documents Based on the Structure of Their DOM Trees
    13 years 8 months ago
    Classification of Documents Based on the Structure of Their DOM Trees
    Download  www.peter-geibel.de
    In this paper, we discuss kernels that can be applied for the classification of XML documents based on their DOM trees. DOM trees are ordered trees in which every node might be la...
    Peter Geibel, Olga Pustylnikov, Alexander Mehler, ...
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    ICONIP
    2007
    88views Information Technology» more  ICONIP 2007»
    Ensemble Neural Networks with Novel Gene-Subsets for Multiclass Cancer Classification
    13 years 8 months ago
    Ensemble Neural Networks with Novel Gene-Subsets for Multiclass Cancer Classification
    Download  sclab.yonsei.ac.kr
    Multiclass gene selection and classification of cancer are rapidly gaining attention in recent years, while conventional rank-based gene selection methods depend on predefined idea...
    Jin-Hyuk Hong, Sung-Bae Cho
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