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Sequence learning with hidden units in spiking neural networks

Published on Sep 06, 20123609 Views

We consider a statistical framework in which recurrent networks of spiking neurons learn to generate spatio-temporal spike patterns. Given biologically realistic stochastic neuronal dynamics we derive

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Sequence learning with hidden units in spiking neural networks00:00
Task: Learning a distribution of sequences00:28
Model01:11
Results02:44