Synaptic modifications depend on synapse location and activity: a biophysical model of STDP

A Saudargiene, B Porr, F Wörgötter - Biosystems, 2005 - Elsevier
In spike-timing-dependent plasticity (STDP) the synapses are potentiated or depressed
depending on the temporal order and temporal difference of the pre-and post-synaptic …

How the shape of pre-and postsynaptic signals can influence STDP: a biophysical model

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) …

[HTML][HTML] Spike-timing dependent plasticity

J Sjöström, W Gerstner - Scholarpedia, 2010 - scholarpedia.org
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 …

Voltage and spike timing interact in STDP–a unified model

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 …

[PDF][PDF] An objective function for STDP

Y Bengio, T Mesnard, A Fischer… - arXiv preprint arXiv …, 2015 - researchgate.net
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 …

Analytical solution of spike-timing dependent plasticity based on synaptic biophysics

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 …

Bursts shape the NMDA-R mediated spike timing dependent plasticity curve: role of burst interspike interval and GABAergic inhibition

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 …

A calcium-based simple model of multiple spike interactions in spike-timing-dependent plasticity

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 …

Theory of non-linear spike-time-dependent plasticity

JP Pfister - 2006 - infoscience.epfl.ch
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 …

Sensitivity Analysis for additive STDP rule

S Sengupta, KS Gurumoorthy, A Banerjee - arXiv preprint arXiv …, 2015 - arxiv.org
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 …