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    NIPS
    1996
    100views Information Technology» more  NIPS 1996»
    Monotonicity Hints
    14 years 11 months ago
    Monotonicity Hints
    Download  www.uni-regensburg.de
    : Neural networks are competitive tools for classification problems. In this context, a hint is any piece of prior side information about the classification. Common examples are mo...
    Joseph Sill, Yaser S. Abu-Mostafa
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    NIPS
    1996
    110views Information Technology» more  NIPS 1996»
    A Micropower Analog VLSI HMM State Decoder for Wordspotting
    14 years 11 months ago
    A Micropower Analog VLSI HMM State Decoder for Wordspotting
    Download  www.cs.berkeley.edu
    We describe the implementation of a hidden Markov model state decoding system, a component for a wordspotting speech recognition system. The key specification for this state decod...
    John Lazzaro, John Wawrzynek, Richard Lippmann
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    NIPS
    1996
    112views Information Technology» more  NIPS 1996»
    Exploiting Model Uncertainty Estimates for Safe Dynamic Control Learning
    14 years 11 months ago
    Exploiting Model Uncertainty Estimates for Safe Dynamic Control Learning
    Download  www.ri.cmu.edu
    Model learning combined with dynamic programming has been shown to be e ective for learning control of continuous state dynamic systems. The simplest method assumes the learned mod...
    Jeff G. Schneider
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    NIPS
    1996
    133views Information Technology» more  NIPS 1996»
    Radial Basis Function Networks and Complexity Regularization in Function Learning
    14 years 11 months ago
    Radial Basis Function Networks and Complexity Regularization in Function Learning
    Download  www.mast.queensu.ca
    In this paper we apply the method of complexity regularization to derive estimation bounds for nonlinear function estimation using a single hidden layer radial basis function netwo...
    Adam Krzyzak, Tamás Linder
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    NIPS
    1996
    118views Information Technology» more  NIPS 1996»
    Early Brain Damage
    14 years 11 months ago
    Early Brain Damage
    Download  wwwbrauer.in.tum.de
    Optimal Brain Damage (OBD) is a method for reducing the number of weights in a neural network. OBD estimates the increase in cost function if weights are pruned and is a valid app...
    Volker Tresp, Ralph Neuneier, Hans-Georg Zimmerman...
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