43 citations · 43 across the 1 of their papers we have counts for
3 papers
cs.NE2015★ 43 cited
Encoding Spike Patterns in Multilayer Spiking Neural Networks
Brian Gardner, Ioana Sporea, André Grüning
Information encoding in the nervous system is supported through the precise spike-timings of neurons; however, an understanding of the underlying processes by which such representa…
cs.NE2012
Supervised Learning in Multilayer Spiking Neural Networks
Ioana Sporea, André Grüning
The current article introduces a supervised learning algorithm for multilayer spiking neural networks. The algorithm presented here overcomes some limitations of existing learning…
cs.NE2011
Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding
André Grüning, Ioana Sporea
Few algorithms for supervised training of spiking neural networks exist that can deal with patterns of multiple spikes, and their computational properties are largely unexplored. W…