Spike timing-dependent plasticity: a Hebbian learning rule.

By Natalia Caporale, Y. Dan. 2008

1,943 citations recorded by the source corpus.

Subfields: Cellular and Molecular Neuroscience, Cognitive Neuroscience, Electrical and Electronic Engineering

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Citations in the corpus

On the Binding Problem in Artificial Neural Networks (2020, background): “, 1999), or Spike-Timing-Dependent Plasticity (STDP; Caporale and Dan, 2008).”
Balancing Feed-Forward Excitation and Inhibition via Hebbian Inhibitory Synaptic Plasticity (2012, background): “In many cases, the following causal relationship is assumed to exist: an excitatory synapse undergoes long-term potentiation if presynaptic firing precedes postsynaptic firing, and long-term depression is induced when the temporal order of firing is reversed [11–20]; this relationship is termed ‘tem”
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks (2024, background): “In biological systems, spike-timing-dependent plasticity (STDP) is the often observed Hebbian learning considering the time of spikes (Caporale et al., 2008).”
Spontaneous network activity and synaptic development (2013, neutral): “Email: dkerschensteiner@wustl.edu”
Stability and Competition in Multi-spike Models of Spike-Timing Dependent Plasticity (2016, background): “Spike-timing dependent plasticity (STDP) is a form of activity-dependent synaptic plasticity that appears throughout the nervous system [1, 2, 3].”
Pain-relief learning in flies, rats, and man: basic research and applied perspectives (2014, background): “Typically, in spike-timing dependent plasticity (STDP) (for reviews, see Bi and Poo 2001; Caporale and Dan 2008; Markram et al. 2011) a synaptic connection is strengthened when action www.learnmem.org 237 Learning & Memory potentials in the presynaptic cell precede those in the postsynaptic cell,…”
A History of Spike-Timing-Dependent Plasticity (2011, background): “This was a landmark finding, showing that dramatically different forms of STDP exist (Caporale and Dan, 2008; Sjöström et al., 2008).”
The neuroscience of learning: beyond the Hebbian synapse. (2013, background): “Recently, interest has focused on a form of LTP called spike timing–dependent plasticity (STDP; for a recent review, see Caporale & Dan 2008).”
Models of Metaplasticity: A Review of Concepts (2015, background): “Nowadays, this so-called Hebbian form of plasticity in the brain has been characterized experimentally in many areas, involvingmultiple but still misunderstoodmolecular pathways (see Abbott and Nelson, 2000; Caporale and Dan, 2008, for reviews).”
Spike-timing dependent plasticity (2010, background): “Even so, it is worth recollecting that the temporal asymmetry of classical STDP is also remarkably well preserved and is found in species as different as rat, frog, locust, zebra finch, cat, and probably also humans (reviewed in Sjöström et al., 2008; Caporale and Dan, 2008).”
Cerebellar supervised learning revisited: biophysical modeling and degrees-of-freedom control. (2011, result): “By contrast, in cerebral pyramidal neurons, as shown in Figure 1b, NMDA receptors (N-methyl D-aspartate receptor, NMDAR) are coincidence detectors of glutamate released from presynaptic terminals and the backpropagating action potential from the axon initial segment [14,15].”
Mushroom body efferent neurons responsible for aversive olfactory memory retrieval in Drosophila (2011, background): “As shown in mammals, long-term potentiation or depression can recruit differential molecular mechanisms, such as NMDA receptor activatio”
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks V: self-organization schemes and weight dependence (2010, background): “For reviews, see Dan and Poo (2006) and Caporale and Dan (2008).”
Real-time fMRI neurofeedback: Progress and challenges (2013, background): “Current opinion emphasizes the role of a specific form of LTP called spike timing-dependent plasticity (Caporale and Dan, 2008), although recently this established theory has been questioned (Gallistel and Matzel, 2013).”
Synaptic Plasticity Forms and Functions. (2020, background): “This phenomenon became known as long-term potentiation (LTP),and in the intervening decades,LTP and its counterpart,long-term depression (LTD), have been heavily studied in a variety of brain areas (see reviews by Malenka & Bear 2004, Caporale & Dan 2008, Kandel et al. 2014, Nicoll 2017).”