A Saudargiene, B Porr, F Wörgötter - Neural Computation, 2004 - ieeexplore.ieee.org
Spike-timing-dependent plasticity (STDP) is described by long-term potentiation (LTP), when a presynaptic event precedes a postsynaptic event, and by long-term depression (LTD) …
Figure 1: Spike-Timing Dependent Plasticity (schematic): The STDP function shows the change of synaptic connections as a function of the relative timing of pre-and postsynaptic …
C Clopath, W Gerstner - Frontiers in synaptic neuroscience, 2010 - frontiersin.org
A phenomenological model of synaptic plasticity is able to account for a large body of experimental data on spike-timing-dependent plasticity (STDP). The basic ingredient of the …
We introduce a predictive objective function for the rate aspect of spike-timing dependent plasticity (STDP), ie, ignoring the effects of synchrony of spikes but looking at spiking rate …
B Porr, A Saudargiene… - Advances in neural …, 2003 - proceedings.neurips.cc
Spike timing plasticity (STDP) is a special form of synaptic plasticity where the relative timing of post-and presynaptic activity determines the change of the synaptic weight. On the …
V Cutsuridis - Cognitive neurodynamics, 2012 - Springer
Spike timing dependent plasticity (STDP) is a synaptic learning rule where the relative timing between the presynaptic and postsynaptic action potentials determines the sign and …
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 …
A fascinating property of the brain is its ability to continuously evolve and adapt to a constantly changing environment. This ability to change over time, called plasticity, is mainly …
Spike Timing Dependent Plasticity (STDP) is a Hebbian like synaptic learning rule. The basis of STDP has strong experimental evidences and it depends on precise input and …