Phenomenological models of synaptic plasticity based on spike timing
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Summary
This document reviews phenomenological models of short-term and long-term synaptic plasticity, in particular spike-timing dependent plasticity (STDP), and focuses on phenomenological synaptic models that are compatible with integrate-and-fire type neuron models where each neuron is described by a small number of variables.
- Type
- article
- Published
- 2008-05-19
- Cited by
- 637
- References
- 112
- Access
- Open access
- OpenAlex
- https://openalex.org/W18491160
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:7757003
Keywords
Political science
References
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- A new biologically plausible supervised learning method for spiking neurons
- Neural Networks with Nonlinear Couplings
- The Role of Short-Term Synaptic Plasticity in Neural Network Spiking Dynamics and in the Learning of Multiple Distal Rewards
- Correlating excitation and inhibition in visual cortical circuits : functional consequences and biological feasibility
- Computational Modelling of Synaptic Plasticity in the Dentate Gyrus Granule Cell
- Multi-column multi-layer computational model of neocortex
- Spatiotemporal dynamics in neocortex : quantification, analysis, models
- Analysis of Synaptic Weight Distribution in an Izhikevich Network
- Mathematical modeling of brain networks: from synaptic plasticity to behavior
- Optimal Spike-Timing-Dependent Plasticity for Precise Action Potential Firing in Supervised Learning
- Learning, self-organisation and homeostasis in spiking neuron networks using spike-timing dependent plasticity
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