English

Dendritic trafficking: synaptic scaling and structural plasticity

Neurons and Cognition 2021-04-07 v2 Systems and Control Systems and Control

Abstract

Neuronal circuits internally regulate electrical signaling via a host of homeostatic mechanisms. Two prominent mechanisms, synaptic scaling and structural plasticity, are believed to maintain average activity within an operating range by modifying the strength and spatial extent of network connectivity using negative feedback. However, both mechanisms operate on relatively slow timescales and thus face fundamental limits due to delays. We show that these mechanisms fulfill complementary roles in maintaining stability in a large network. In particular, even relatively, slow growth dynamics improves performance significantly beyond synaptic scaling alone.

Keywords

Cite

@article{arxiv.2011.12067,
  title  = {Dendritic trafficking: synaptic scaling and structural plasticity},
  author = {Saeed Aljaberi and Timothy O'Leary and Fulvio Forni},
  journal= {arXiv preprint arXiv:2011.12067},
  year   = {2021}
}

Comments

Accepted to the European Control Conference 2021

R2 v1 2026-06-23T20:28:28.919Z