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    IJCNN
    2000
    IEEE
    140views Neural Networks» more  IJCNN 2000»
    On Derivation of MLP Backpropagation from the Kelley-Bryson Optimal-Control Gradient Formula and Its Application
    15 years 2 months ago
    On Derivation of MLP Backpropagation from the Kelley-Bryson Optimal-Control Gradient Formula and Its Application
    Download  www.ieor.berkeley.edu
    The well-known backpropagation (BP) derivative computation process for multilayer perceptrons (MLP) learning can be viewed as a simplified version of the Kelley-Bryson gradient f...
    Eiji Mizutani, Stuart E. Dreyfus, Kenichi Nishio
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    AMC
    2008
    99views more  AMC 2008»
    Markov chain network training and conservation law approximations: Linking microscopic and macroscopic models for evolution
    14 years 10 months ago
    Markov chain network training and conservation law approximations: Linking microscopic and macroscopic models for evolution
    Download  www.m2netlab.wlu.ca
    In this paper, a general framework for the analysis of a connection between the training of artificial neural networks via the dynamics of Markov chains and the approximation of c...
    Roderick V. N. Melnik
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    106
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    GI
    1998
    Springer
    151views Theoretical Computer Science» more  GI 1998»
    Self-Organizing Data Mining
    15 years 2 months ago
    Self-Organizing Data Mining
    Download  www.knowledgeminer.net
    "KnowledgeMiner" was designed to support the knowledge extraction process on a highly automated level. Implemented are 3 different GMDH-type self-organizing modeling algo...
    Frank Lemke, Johann-Adolf Müller
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    76
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    EUSFLAT
    2003
    110views Fuzzy Logic» more  EUSFLAT 2003»
    Neuro-finite element static analysis of structures by assembling elemental neuro-modelers
    14 years 11 months ago
    Neuro-finite element static analysis of structures by assembling elemental neuro-modelers
    Download  www.eusflat.org
    Recently, several algorithms have been proposed for using neural networks in dynamic analysis of small structural systems, and also constructing adaptive material modeling subrout...
    Abdolreza Joghataie
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    97
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    NN
    2007
    Springer
    95views Neural Networks» more  NN 2007»
    Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data
    15 years 4 months ago
    Impact of Higher-Order Correlations on Coincidence Distributions of Massively Parallel Data
    Download  www.cnpsn.brain.riken.jp
    The signature of neuronal assemblies is the higher-order correlation structure of the spiking activity of the participating neurons. Due to the rapid progress in recording technol...
    Sonja Grün, Moshe Abeles, Markus Diesmann
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