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    IJCAI
    1989
    110views Artificial Intelligence» more  IJCAI 1989»
    Training Feedforward Neural Networks Using Genetic Algorithms
    14 years 10 months ago
    Training Feedforward Neural Networks Using Genetic Algorithms
    Download  dli.iiit.ac.in
    Multilayered feedforward neural networks possess a number of properties which make them particularly suited to complex pattern classification problems. However, their application ...
    David J. Montana, Lawrence Davis
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    ASC
    2007
    153views Artificial Intelligence» more  ASC 2007»
    Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems
    14 years 9 months ago
    Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems
    Download  icsl.gatech.edu
    We present the results of our investigation into the use of Genetic Algorithms (GAs) for identifying near optimal design parameters of diagnostic systems that are based on Artifici...
    Abhinav Saxena, Ashraf Saad
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    ICCV
    2007
    IEEE
    236views Computer Vision» more  ICCV 2007»
    Active Learning with Gaussian Processes for Object Categorization
    15 years 11 months ago
    Active Learning with Gaussian Processes for Object Categorization
    Download  people.csail.mit.edu
    Discriminative methods for visual object category recognition are typically non-probabilistic, predicting class labels but not directly providing an estimate of uncertainty. Gauss...
    Ashish Kapoor, Kristen Grauman, Raquel Urtasun, Tr...
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    ICMCS
    2005
    IEEE
    129views Multimedia» more  ICMCS 2005»
    Feature Selection and Stacking for Robust Discrimination of Speech, Monophonic Singing, and Polyphonic Music
    15 years 3 months ago
    Feature Selection and Stacking for Robust Discrimination of Speech, Monophonic Singing, and Polyphonic Music
    Download  www.cecs.uci.edu
    In this work we strive to find an optimal set of acoustic features for the discrimination of speech, monophonic singing, and polyphonic music to robustly segment acoustic media st...
    Björn Schuller, Brüning J. B. Schmitt, D...
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    SIAMADS
    2010
    100views more  SIAMADS 2010»
    Optimal Intrinsic Dynamics for Bursting in a Three-Cell Network
    14 years 4 months ago
    Optimal Intrinsic Dynamics for Bursting in a Three-Cell Network
    Download  www.mathematics.pitt.edu
    Previous numerical and analytical work has shown that synaptic coupling can allow a network of model neurons to synchronize despite heterogeneity in intrinsic parameter values. In ...
    Justin R. Dunmyre, Jonathan E. Rubin
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