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    » Dynamics of Learning Near Singularities in Layered Networks
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    ESANN
    2003
    111views Neural Networks» more  ESANN 2003»
    On the weight dynamics of recurrent learning
    13 years 8 months ago
    On the weight dynamics of recurrent learning
    Download  www.dice.ucl.ac.be
    We derive continuous-time batch and online versions of the recently introduced efficient O(N2 ) training algorithm of Atiya and Parlos [2000] for fully recurrent networks. A mathem...
    Ulf D. Schiller, Jochen J. Steil
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    ARTCOM
    2009
    IEEE
    397views Communications» more  ARTCOM 2009»
    ANFIS Approach for Navigation of Mobile Robots
    14 years 2 months ago
    ANFIS Approach for Navigation of Mobile Robots
    Download  dspace.nitrkl.ac.in
    — This paper, discusses about navigation control of mobile robot using adaptive neuro-fuzzy inference system (ANFIS) in a real word dynamic environment. In the ANFIS controller a...
    Mukesh Kumar Singh, Dayal R. Parhi, Jayanta Kumar ...
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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
    13 years 12 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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    JSAC
    2010
    129views more  JSAC 2010»
    An adaptive link layer for heterogeneous multi-radio mobile sensor networks
    13 years 5 months ago
    An adaptive link layer for heterogeneous multi-radio mobile sensor networks
    Download  lass.cs.umass.edu
    —An important challenge in mobile sensor networks is to enable energy-efficient communication over a diversity of distances while being robust to wireless effects caused by node...
    Jeremy Gummeson, Deepak Ganesan, Mark D. Corner, P...
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    ESANN
    2008
    150views Neural Networks» more  ESANN 2008»
    Conditional prediction of time series using spiral recurrent neural network
    13 years 9 months ago
    Conditional prediction of time series using spiral recurrent neural network
    Download  www.dice.ucl.ac.be
    Frequently, sequences of state transitions are triggered by specific signals. Learning these triggered sequences with recurrent neural networks implies storing them as different at...
    Huaien Gao, Rudolf Sollacher
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