This repository contains a list of example implementations of synaptic plasticity models, from single-synapse to network models. The implementations use the Arbor simulator library with recent extensions for synaptic plasticity mechanisms (see here).
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- Spike-timing-dependent plasticity (STDP)
- Spike-based homeostasis
- Calcium-based synaptic plasticity
- Heterosynaptic plasticity based on diffusive calcium
- Induction of early- and late-phase plasticity at a single synapse with synaptic tagging and capture
- Memory formation and consolidation in recurrent spiking neural networks with synaptic tagging and capture
- Memory formation and consolidation in recurrent networks of spiking multi-compartment neurons with synaptic tagging and capture
- Busyring network benchmark