Browsing by Author "Maguire, Liam"

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    • Receptive field optimisation and supervision of a fuzzy spiking neural network 

      Glackin, Cornelius; Maguire, Liam; McDaid, Liam; Sayers, Heather (2011-04)
      This paper presents a supervised training algorithm that implements fuzzy reasoning on a spiking neural network. Neuron selectivity is facilitated using receptive fields that enable individual neurons to be responsive to ...

    • Synchrony : A spiking-based mechanism for processing sensory stimuli 

      Glackin, Cornelius; Maguire, Liam; McDaid, Liam; Wade, John (2012)
      Synchronous behaviour of neurons is both beneficial and detrimental to the neural code. On the one extreme, synchronous firing activity is well known to be a symptom of epileptic seizures, whilst on the other synchrony ...