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Browsing by Subject "Neural network"

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    • Conference Object  

      Decentralized fault accommodation of a class of interconnected nonlinear systems using an adaptive approximation approach 

      Panagi, P.; Polycarpou, Marios M. (2009)
      This paper presents a decentralized adaptive approximation design for the fault tolerant control of interconnected subsystems. We consider faults that occur in the subsystems local dynamics as well as in the interconnection ...

    • Conference Object  

      Design and Stability Analysis of a Fault Accommodation Scheme for a Class of Nonlinear Dynamical Systems 

      Polycarpou, Marios M. (2000)
      The paper presents a robust fault diagnosis scheme for detecting and accommodating faults occurring in a class of nonlinear multi-input multi-output dynamical systems. Changes in the system dynamics due to a fault are ...

    • Article  

      A neural network model of the Attentional Blink phenomenon 

      Neokleous, Kleanthis C.; Avraamides, Marios N.; Neokleous, Kleanthis C.; Schizas, Christos N. (2009)
      The Attentional Blink refers to the finding that the perception of a target stimulus is often impaired when it is presented within a temporal window of 200-500 ms following another successfully-perceived stimulus. This ...

    • Conference Object  

      Neural networks as on-line approximators of nonlinear systems 

      Polycarpou, Marios M.; Ioannou, P. A. (1992)

    • Conference Object  

      Variable target values neural network for dealing with extremely imbalanced datasets 

      Karatsiolis, Savvas; Schizas, Christos N. (Springer Verlag, 2016)
      An original classification algorithm is proposed for dealing with extremely imbalanced datasets that often appear in biomedical problems. Its originality comes from the way a neural network is trained in order to get a ...

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