Experimental evidence indicates that synaptic modification depends on the timing relationship between the presynaptic inputs and the output spikes that they generate. In this …
SM Bohte, MC Mozer - Neural computation, 2007 - ieeexplore.ieee.org
Experimental studies have observed synaptic potentiation when a presynaptic neuron fires shortly before a postsynaptic neuron and synaptic depression when the presynaptic neuron …
We develop a minimal time-continuous model for use-dependent synaptic short-term plasticity that can account for both short-term depression and short-term facilitation. It is …
G Chechik - Neural computation, 2003 - ieeexplore.ieee.org
Synaptic plasticity was recently shown to depend on the relative timing of the pre-and postsynaptic spikes. This article analytically derives a spike-dependent learning rule based …
T Uramoto, H Torikai - Neural computation, 2013 - direct.mit.edu
Spike-timing-dependent plasticity (STDP) is a form of synaptic modification that depends on the relative timings of presynaptic and postsynaptic spikes. In this letter, we proposed a …
S Bohte, MC Mozer - Advances in neural information …, 2004 - proceedings.neurips.cc
Experimental studies have observed synaptic potentiation when a presynaptic neuron fires shortly before a postsynaptic neuron, and synaptic depression when the presynaptic neuron …
Spike-timing-dependent plasticity (STDP) is believed to structure neuronal networks by slowly changing the strengths (or weights) of the synaptic connections between neurons …
M Gilson, A Burkitt, JL van Hemmen - Frontiers in computational …, 2010 - frontiersin.org
Recent results about spike-timing-dependent plasticity (STDP) in recurrently connected neurons are reviewed, with a focus on the relationship between the weight dynamics and …
Spike-timing-dependent plasticity (STDP) determines the evolution of the synaptic weights according to their pre-and post-synaptic activity, which in turn changes the neuronal activity …