THE EFFECT OF STDP TEMPORAL KERNEL STRUCTURE ON THE LEARNING DYNAMICS OF SINGLE EXCITATORY AND INHIBITORY SYNAPSES.

The effect of STDP temporal kernel structure on the learning dynamics of single excitatory and inhibitory synapses.

Spike-Timing Dependent Plasticity (STDP) is characterized by a wide range of temporal kernels.However, much of the theoretical work has focused on a specific kernel - the "temporally asymmetric Hebbian" learning rules.Previous studies linked excitatory STDP to positive feedback that can account for the emergence of response selectivity.Inhibitory p

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