2 papers
cs.NE2014
Supervised learning in Spiking Neural Networks with Limited Precision: SNN/LP
Evangelos Stromatias, John Marsland
A new supervised learning algorithm, SNN/LP, is proposed for Spiking Neural Networks. This novel algorithm uses limited precision for both synaptic weights and synaptic delays; 3 b…
cs.NE2011
Developing a supervised training algorithm for limited precision feed-forward spiking neural networks
Evangelos Stromatias
Spiking neural networks have been referred to as the third generation of artificial neural networks where the information is coded as time of the spikes. There are a number of diff…