Evolving spiking neural network - a survey

  title={Evolving spiking neural network - a survey},
  author={Stefan Schliebs and Nikola K. Kasabov},
  journal={Evolving Systems},
This paper provides a comprehensive literature survey on the evolving Spiking Neural Network (eSNN) architecture since its introduction in 2006 as a further exten sion of the ECoS paradigm introduced by Kasabov in 1998. We summarize the functioning of the method, discuss several of its extensions and present a number of applications i n which the eSNN method was employed. We focus especially on some proposed extensions that allow the processing of spatio-temporal data and for feature and… CONTINUE READING
31 Citations
94 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 31 extracted citations


Publications referenced by this paper.
Showing 1-10 of 94 references

Rank order coding

  • S. J. Thorpe, J. Gautrais
  • CNS ’97: P roceedings of the 6th annual…
  • 1998
Highly Influential
5 Excerpts

EEG spatio/spectro temporal patt ern recognition with evolving probabilistic spiking neural netw orks

  • N. Nuntalid, N. Kasabov
  • IEEE Trans. Neural Networks
  • 2012
3 Excerpts

On - line spatio - and spectro - temporal pattern recognition with evolving spiking neural networks utilising integrated rank oder - and spike - time learning

  • N. Kasabov, K. Dhoble, N. Nuntalid, G. Indiveri
  • Neural Networks
  • 2012

Similar Papers

Loading similar papers…