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Updated: Mar 8, 2026

3D Modeling of Dendritic Spines with Synaptic Plasticity
Published on: May 18, 2020
Functional consequences of pre- and postsynaptic expression of synaptic plasticity.
Rui Ponte Costa1,2, Beatriz E P Mizusaki3,4, P Jesper Sjöström4
1Institute for Adaptive and Neural Computation, School of Informatics University of Edinburgh, Edinburgh, UK.
Synaptic plasticity, both homeostatic and Hebbian, can occur pre- or postsynaptically. This dual expression enhances sensory perception, memory recall, and response speed compared to postsynaptic-only models.
Area of Science:
- Neuroscience
- Synaptic Plasticity
- Computational Neuroscience
Background:
- Emerging evidence indicates synaptic plasticity, encompassing both homeostatic and Hebbian forms, can manifest at presynaptic and postsynaptic sites.
- Understanding the locus of expression (pre- vs. postsynaptic) is crucial for interpreting plasticity's functional role.
Purpose of the Study:
- To review evidence for pre- and postsynaptic expression of synaptic plasticity.
- To explore the functional consequences of diverse expression sites for homeostatic and Hebbian plasticity.
- To analyze a computational model of spike-timing-dependent plasticity with dual expression sites.
Main Methods:
- Review of experimental evidence for synaptic plasticity expression loci.
- Analysis of computational models simulating pre- and postsynaptic plasticity.
- Comparison of model predictions with varying expression sites.
Main Results:
- A model incorporating both pre- and postsynaptic spike-timing-dependent plasticity (STDP) and postsynaptic homeostatic control predicts enhanced functional outcomes.
- Compared to postsynaptic-only expression, dual expression leads to more reliable receptive fields and sensory perception.
- Dual expression also facilitates rapid recovery of forgotten information (memory savings) and reduced response latencies.
Conclusions:
- The locus of synaptic plasticity expression significantly impacts synaptic and network computations.
- Pre- and postsynaptic expression of plasticity offers distinct functional advantages over postsynaptic-only mechanisms.
- Further research is needed to fully elucidate the computational roles of specific plasticity expression sites.
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