A spiking neuron training approach using spike timing-dependent plasticity (STDP)

Spiking Neural Networks (SNNs) model the dynamics and learning capabilities of the brain in a more biologically inspired way than previous generations of neural networks. However, training these networks is still problematic due to over-training and weight instabilities. This research focuses on the...

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Bibliographic Details
Main Author: Strain, Thomas
Published: Ulster University 2010
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.538954