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    NIPS
    1998
    227views Information Technology» more  NIPS 1998»
    Controlling the Complexity of HMM Systems by Regularization
    13 years 11 months ago
    Controlling the Complexity of HMM Systems by Regularization
    Download  www.mmk.e-technik.tu-muenchen.de
    This paper introduces a method for regularization of HMM systems that avoids parameter overfitting caused by insufficient training data. Regularization is done by augmenting the E...
    Christoph Neukirchen, Gerhard Rigoll
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    NIPS
    1998
    147views Information Technology» more  NIPS 1998»
    Convergence of the Wake-Sleep Algorithm
    13 years 11 months ago
    Convergence of the Wake-Sleep Algorithm
    Download  www.ism.ac.jp
    The W-S (Wake-Sleep) algorithm is a simple learning rule for the models with hidden variables. It is shown that this algorithm can be applied to a factor analysis model which is a...
    Shiro Ikeda, Shun-ichi Amari, Hiroyuki Nakahara
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    NIPS
    1998
    73views Information Technology» more  NIPS 1998»
    Multi-Electrode Spike Sorting by Clustering Transfer Functions
    13 years 11 months ago
    Multi-Electrode Spike Sorting by Clustering Transfer Functions
    Download  www.cs.huji.ac.il
    A new paradigm is proposed for sorting spikes in multi-electrode data using ratios of transfer functions between cells and electrodes. It is assumed that for every cell and electr...
    Dmitry Rinberg, Hanan Davidowitz, Naftali Tishby
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    NIPS
    1998
    117views Information Technology» more  NIPS 1998»
    A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory
    13 years 11 months ago
    A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory
    Download  www.cs.york.ac.uk
    This paper presents a novel and fast k-NN classifier that is based on a binary CMM (Correlation Matrix Memory) neural network. A robust encoding method is developed to meet CMM in...
    Ping Zhou, Jim Austin, John Kennedy
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    NIPS
    1998
    107views Information Technology» more  NIPS 1998»
    Example-Based Image Synthesis of Articulated Figures
    13 years 11 months ago
    Example-Based Image Synthesis of Articulated Figures
    Download  www.eecs.berkeley.edu
    We present a method for learning complex appearance mappings, such as occur with images of articulated objects. Traditional interpolation networks fail on this case since appearan...
    Trevor Darrell
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