Optimal compensation for neuron loss.

Abstract:

:The brain has an impressive ability to withstand neural damage. Diseases that kill neurons can go unnoticed for years, and incomplete brain lesions or silencing of neurons often fail to produce any behavioral effect. How does the brain compensate for such damage, and what are the limits of this compensation? We propose that neural circuits instantly compensate for neuron loss, thereby preserving their function as much as possible. We show that this compensation can explain changes in tuning curves induced by neuron silencing across a variety of systems, including the primary visual cortex. We find that compensatory mechanisms can be implemented through the dynamics of networks with a tight balance of excitation and inhibition, without requiring synaptic plasticity. The limits of this compensatory mechanism are reached when excitation and inhibition become unbalanced, thereby demarcating a recovery boundary, where signal representation fails and where diseases may become symptomatic.

journal_name

Elife

journal_title

eLife

authors

Barrett DG,Denève S,Machens CK

doi

10.7554/eLife.12454

subject

Has Abstract

pub_date

2016-12-09 00:00:00

issn

2050-084X

journal_volume

5

pub_type

杂志文章

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