Method for training a spiking neuron to associate input-output spike trains

We propose a novel supervised learning rule allowing the training of a precise input-output behavior to a spiking neuron. A single neuron can be trained to associate (map) different output spike trains to different multiple input spike trains. Spike trains are transformed into continuous functions t...

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Bibliographic Details
Main Authors: Mohemmed, A (Author), Schliebs, S (Author), Matsuda, S (Author), Kasabov, N (Author)
Format: Others
Published: AUT University, 2011-07-29T04:51:16Z.
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