Spike timing dependent synaptic plasticity in biological systems
- PMID: 12461629
- DOI: 10.1007/s00422-002-0361-y
Spike timing dependent synaptic plasticity in biological systems
Abstract
Association of a presynaptic spike with a postsynaptic spike can lead to changes in synaptic efficacy that are highly dependent on the relative timing of the pre- and postsynaptic spikes. Different synapses show varying forms of such spike-timing dependent learning rules. This review describes these different rules, the cellular mechanisms that may be responsible for them, and the computational consequences of these rules for information processing and storage in the nervous system.
Similar articles
-
Competitive Hebbian learning through spike-timing-dependent synaptic plasticity.Nat Neurosci. 2000 Sep;3(9):919-26. doi: 10.1038/78829. Nat Neurosci. 2000. PMID: 10966623
-
Spike-timing dependent synaptic plasticity: a phenomenological framework.Biol Cybern. 2002 Dec;87(5-6):416-27. doi: 10.1007/s00422-002-0359-5. Biol Cybern. 2002. PMID: 12461631
-
Spike timing-dependent plasticity: from synapse to perception.Physiol Rev. 2006 Jul;86(3):1033-48. doi: 10.1152/physrev.00030.2005. Physiol Rev. 2006. PMID: 16816145 Review.
-
Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity.Neural Comput. 2007 Jun;19(6):1468-502. doi: 10.1162/neco.2007.19.6.1468. Neural Comput. 2007. PMID: 17444757
-
Spike-timing-dependent plasticity: common themes and divergent vistas.Biol Cybern. 2002 Dec;87(5-6):446-58. doi: 10.1007/s00422-002-0358-6. Biol Cybern. 2002. PMID: 12461634 Review.
Cited by
-
Responses of neurons in the electrosensory lateral line lobe of the weakly electric fish Gnathonemus petersii to simple and complex electrosensory stimuli.J Comp Physiol A Neuroethol Sens Neural Behav Physiol. 2004 Nov;190(11):907-22. doi: 10.1007/s00359-004-0548-x. Epub 2004 Sep 2. J Comp Physiol A Neuroethol Sens Neural Behav Physiol. 2004. PMID: 15349745
-
On Practical Issues for Stochastic STDP Hardware With 1-bit Synaptic Weights.Front Neurosci. 2018 Oct 15;12:665. doi: 10.3389/fnins.2018.00665. eCollection 2018. Front Neurosci. 2018. PMID: 30374283 Free PMC article.
-
Ultrafast synaptic events in a chalcogenide memristor.Sci Rep. 2013;3:1619. doi: 10.1038/srep01619. Sci Rep. 2013. PMID: 23563810 Free PMC article.
-
Central control of dendritic spikes shapes the responses of Purkinje-like cells through spike timing-dependent synaptic plasticity.J Neurosci. 2007 Feb 14;27(7):1552-65. doi: 10.1523/JNEUROSCI.5302-06.2007. J Neurosci. 2007. PMID: 17301164 Free PMC article.
-
Human synapses show a wide temporal window for spike-timing-dependent plasticity.Front Synaptic Neurosci. 2010 Jul 2;2:12. doi: 10.3389/fnsyn.2010.00012. eCollection 2010. Front Synaptic Neurosci. 2010. PMID: 21423498 Free PMC article.
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources