Volume 10 Supplement 1
Formation of synchronous activity through STDP in recurrent neural networks with heterogenous delays
© Henry and Daucél; licensee BioMed Central Ltd. 2009
Published: 13 July 2009
Those results confirm the strong regularization effects obtained with STDP. They are coherent with the expected properties of the rule, favoring the conjunctions of pre-post firing, even in the case of heterogenous delays. While the transition to a periodic mode is similar to what is observed in current-based LIF networks, the emergence of synchrony seems to be specific to the case of conductance-based synapses.
This work is supported by the French ANR NOAT (ANR-07-NEURO-033-03).
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