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Method for Training a Spiking Neuron to Associate Input-Output Spike Trains.

, , , and . EANN/AIAI (1), volume 363 of IFIP Advances in Information and Communication Technology, page 219-228. Springer, (2011)

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Spiking Neural Network for On-line Cognitive Activity Classification Based on EEG Data., , and . ICONIP (3), volume 8228 of Lecture Notes in Computer Science, page 55-62. Springer, (2013)Initialization Dependence of Clustering Algorithms., , , and . ICONIP (2), volume 5507 of Lecture Notes in Computer Science, page 615-622. Springer, (2008)Evolving spiking neural network - a survey., and . Evol. Syst., 4 (2): 87-98 (2013)Are probabilistic spiking neural networks suitable for reservoir computing?, , and . IJCNN, page 3156-3163. IEEE, (2011)Reservoir-Based Evolving Spiking Neural Network for Spatio-temporal Pattern Recognition., , and . ICONIP (2), volume 7063 of Lecture Notes in Computer Science, page 160-168. Springer, (2011)Span: Spike Pattern Association Neuron for Learning Spatio-Temporal Spike Patterns., , , and . Int. J. Neural Syst., (2012)Towards Spatio-Temporal Pattern Recognition Using Evolving Spiking Neural Networks., , and . ICONIP (1), volume 6443 of Lecture Notes in Computer Science, page 163-170. Springer, (2010)Continuous Classification of Spatio-temporal Data Streams Using Liquid State Machines., and . ICONIP (4), volume 7666 of Lecture Notes in Computer Science, page 626-633. Springer, (2012)Integrative Feature and Parameter Optimization for an Evolving Spiking Neural Network : A comparative Study, , and . International Journal of Neural Systems, (2009)Discovering patterns of interaction between genes related to normal and impaired learning and memory during LTP: A computational modelling approach, , , , and . Cognitive Neurodynamics, (2009)To appear.