Spike-timing-dependent plasticity - Wikipedia
Spike-timing-dependent plasticity (STDP) is a biological process that adjusts the strength of synaptic connections between neurons based on the relative timing of their action potentials …
Bonus Tutorial: Spike-timing dependent plasticity (STDP)
Throughout this tutorial, we assume that a single postsynaptic neuron is driven by N presynaptic neurons. That is, there are N synapses, and we will study how their weights depend on the …
Spike-Timing-Dependent Plasticity - an overview - ScienceDirect
Spike-timing-dependent plasticity (STDP) is often seen as an extended and more quantitative version of Hebb's learning rule, since both formalisms are based on the idea that only …
The Spike-Timing Dependence of Plasticity: Neuron - Cell Press
Spike-timing-dependent plasticity (STDP) is one of several factors critical for synaptic plasticity induction. In this review, Daniel Feldman describes and discusses the forms, cellular …
STDP in Recurrent Neuronal Networks - PMC
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 the …
Timing to be precise? An overview of spike timing-dependent …
Mar 29, 2023 · Here, we review foundational and current evidence on timing precision and cooperative neuronal electrical activity driving STDP and brain rhythms, their interactions, and …
SSTDP: Supervised Spike Timing Dependent Plasticity for Efficient ...
Nov 4, 2021 · A notable semi-supervised learning method based on STDP is outlined in the work of Lee et al. (2018), which uses STDP-based unsupervised learning to better initialize the …
Lecture 4C: Spike-Timing-Dependent Plasticity — ngc-learn 2.0.3 ...
In the context of spiking neuronal networks, one of the most important forms of adaptation that is often simulated is that of spike-timing-dependent plasticity (STDP).
Spike-timing dependent plasticity - Scholarpedia
Spike Timing Dependent Plasticity (STDP) is a temporally asymmetric form of Hebbian learning induced by tight temporal correlations between the spikes of pre- and postsynaptic neurons.
STDP: The Synaptic Plasticity Rule Revolutionizing Cognition Models
May 26, 2025 · STDP is a form of Hebbian plasticity, where the synaptic weight between two neurons is adjusted based on the coincidence of their firing.