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The effect of STDP temporal kernel structure on the learning dynamics of single excitatory and inhibitory synapses.
PLoS One
February 2015
Department of Physiology and Cell Biology, Faculty of Health Sciences Ben-Gurion University of the Negev, Beer-Sheva, Israel; Department of Physics, Faculty of Natural Sciences Ben-Gurion University of the Negev, Beer-Sheva, Israel.
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.
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