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    NIPS
    1998
    227views Information Technology» more  NIPS 1998»
    Controlling the Complexity of HMM Systems by Regularization
    15 years 1 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
    15 years 1 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
    15 years 1 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
    15 years 1 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
    15 years 1 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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