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Browsing Computer Science by Author "Charles, Eugene Yougarajah Andrew"

Browsing Computer Science by Author "Charles, Eugene Yougarajah Andrew"

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  • Control chart pattern clustering using a new self-organizing spiking neural network 
    Pham, D. T.; Packianather, M.S.; Charles, Eugene Yougarajah Andrew (Proceedings of the Institution of Mechanical Engineers, 2008-10-01)
    This paper focuses on the architecture and learning algorithm associated with using a new self-organizing delay adaptation spiking neural network model for clustering control chart patterns. This temporal coding spiking ...
  • Control chart pattern clustering using a new self-organizing spiking neural network 
    Pham, D.T; Packianather, M.S; Charles, Eugene Yougarajah Andrew (IMechE, 2008)
    This paper focuses on the architecture and learning algorithm associated with using a new self-organizing delay adaptation spiking neural network model for clustering control chart patterns. This temporal coding spiking ...
  • A Novel Self-Organised Learning Model with Temporal Coding for Spiking Neural Networks 
    Pham, D.T; Packianather, M.S; Charles, Eugene Yougarajah Andrew (Elsevier Ltd, 2006-07)
    This chapter proposes a novel self-organized learning model with temporal coding for a network of spiking neurons, which encode information through the timing of action potentials. The development of this learning model ...
  • A self-organising spiking neural network trained using delay adaptation 
    Pham, D.T; Packianather, M.S; Charles, Eugene Yougarajah Andrew (IEEE, 2007-06)
    This paper proposes a self-organising delay adaptation spiking neural network model for clustering control chart patterns. This temporal coding spiking neural network model employs a Hebbian-based rule to shift the connection ...