- Poster presentation
- Open Access
Induction and consolidation of calcium-based homo- and heterosynaptic potentiation and depression
© Li et al. 2015
- Published: 18 December 2015
- Back Propagation
- Postsynaptic Neuron
- Synaptic Change
- Plasticity Rule
- Synaptic Dynamic
Synaptic plasticity serves as the physiological foundation for learning and memory . While homosynaptic plasticity is associative learning or Hebbian-type plasticity, heterosynaptic plasticity reflects the synaptic change without direct stimulation, i.e. non-associative plasticity . However, heterosynaptic plasticity is an important mechanism preventing run-away synaptic dynamics and offers a potential mechanism to understand memory allocation [2, 3]. Experimental results show that the induction of heterosynaptic plasticity as well as homosynaptic plasticity depends on the postsynaptic calcium concentration . We propose that heterosynaptic plasticity can be induced by the postsynaptic calcium dynamics which can be triggered by the back propagation of action potentials.
However, homosynaptic plasticity has an early-phase (< 3 hours) and a late-phase state (> 8 hours) . Experiments show that an early-phase synaptic change can be transferred to a late-phase by the mechanisms of "synaptic tagging and consolidation" (STC) [5, 6]: (i) the changed synapse get tagged and (ii) a strong activation enables in the postsynaptic neuron the synthesis of plasticity-related proteins (PRP) which are transmitted back to the tagged synapse[5, 6]. We propose that the same STC mechanism consolidating homosynaptic changes are also able to consolidate heterosynaptic changes.
We combine a history spiking-dependent neuron  with calcium-based synaptic plasticity rule  and synaptic consolidation mechanism  to understand: (i) the mechanisms of inducing heterosynaptic plasticity by which the inactive synapse can change its weight through the postsynaptic calcium level triggered by the back propagation of the shared neuron; and (ii) of the consolidation of heterosynaptic changes based on the synaptic tagging and consolidation principle. For instance, a strong stimulus transmitted by a group of synapses induces and consolidates by the postsynaptic neuron heterosynaptic changes at other, unrelated synapses. Our study provides a further step of understanding how several mechanisms interact with each other to enable the formation of computational important long-term changes or memories.
This research is funded by from the European Communities Seventh Framework Program FP7/2007-as well as from the Germany Ministry of Science Grant to the Göttingen Bernstein Center for Computational Neuroscience.
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