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 (or spikes).

After implementing the code, you can visualize the STDP kernel, which describes how much the synaptic weight will change given a latency between the presynaptic and postsynaptic spikes.

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 synapses that are …

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 mechanisms, …

Jul 1, 2010 · Spike timing dependent plasticity (STDP) is a phenomenon in which the precise timing of spikes affects the sign and magnitude of changes in synaptic strength. STDP is often interpreted as …

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 the emerging role …

In STDP, if we believe that “pre” causes “post” to fire then we strengthen the connection between them so that “post” ends up being even more likely to fire after “pre” fires. Let’s focus even more …

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 (STDP) is a temporally asymmetric form of Hebbian learning induced by tight temporal correlations between the spikes of pre- and postsynaptic neurons.

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 emergence of …