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Functional consequences of pre- and postsynaptic expression of synaptic plasticity

Costa, Rui Ponte; Mizusaki, Beatriz E.P.; Jesper Sj�str�m, P.; van Rossum, Mark C. W.

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Authors

Rui Ponte Costa

Beatriz E.P. Mizusaki

P. Jesper Sj�str�m

Prof MARK VAN ROSSUM Mark.VanRossum@nottingham.ac.uk
Chair and Director/Neural Computation Research Group



Abstract

Growing experimental evidence shows that both homeostatic and Hebbian synaptic plasticity can be expressed presynaptically as well as postsynaptically. In this review, we start by discussing this evidence and methods used to determine expression loci. Next, we discuss functional consequences of this diversity in pre- and postsynaptic expression of both homeostatic and Hebbian synaptic plasticity. In particular, we explore the functional consequences of a biologically tuned model of pre- and postsynaptically expressed spike-timing-dependent plasticity complemented with postsynaptic homeostatic control. The pre- and postsynaptic expression in this model predicts 1) more reliable receptive fields and sensory perception, 2) rapid recovery of forgotten information (memory savings) and 3) reduced response latencies, compared to a model with postsynaptic expression only. Finally we discuss open questions that will require a considerable research effort to better elucidate how the specific locus of expression of homeostatic and Hebbian plasticity alters synaptic and network computations.

Deposit Date Sep 28, 2020
Publicly Available Date Feb 8, 2021
Public URL https://nottingham-repository.worktribe.com/output/3020024
Publisher URL https://www.biorxiv.org/content/10.1101/075317v2
Additional Information This is a bioRxiv preprint.

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