Browsing by Author "Clarkson, T. G."

Now showing items 1-3 of 3

    • Article  

      Speaker identification for security systems using reinforcement-trained pRAM neural network architectures 

      Clarkson, T. G.; Christodoulou, Chris C.; Guan, Y.; Gorse, D.; Romano-Critchley, D. A.; Taylor, J. G. (2001)
      Four probabilistic pRAM neural network architectures are presented to explain have the different pRAM network architectures perform a classification. In addition, it is shown where the difficulties lie in seperating different ...
    • Article  

      A spiking neuron model: Applications and learning 

      Christodoulou, Chris C.; Bugmann, G.; Clarkson, T. G. (2002)
      This paper presents a biologically inspired, hardware-realisable spiking neuron model, which we call the Temporal Noisy-Leaky Integrator (TNLI). The dynamic applications of the model as well as its applications in Computational ...
    • Article  

      The temporal noisy-leaky integrator neuron with additional inhibitory inputs 

      Christodoulou, Chris C.; Bugmann, G.; Clarkson, T. G.; Taylor, J. G. (1993)
      The Temporal Noisy-Leaky Integrator (TNU) neuron model with additional inhibitory inputs is presented together with its theoretical mathematical basis. The TNU is a biologically inspired hardware neuron which models ...