Habituation as a neural algorithm for online odor discrimination.

Abstract:

:Habituation is a form of simple memory that suppresses neural activity in response to repeated, neutral stimuli. This process is critical in helping organisms guide attention toward the most salient and novel features in the environment. Here, we follow known circuit mechanisms in the fruit fly olfactory system to derive a simple algorithm for habituation. We show, both empirically and analytically, that this algorithm is able to filter out redundant information, enhance discrimination between odors that share a similar background, and improve detection of novel components in odor mixtures. Overall, we propose an algorithmic perspective on the biological mechanism of habituation and use this perspective to understand how sensory physiology can affect odor perception. Our framework may also help toward understanding the effects of habituation in other more sophisticated neural systems.

authors

Shen Y,Dasgupta S,Navlakha S

doi

10.1073/pnas.1915252117

subject

Has Abstract

pub_date

2020-06-02 00:00:00

pages

12402-12410

issue

22

eissn

0027-8424

issn

1091-6490

pii

1915252117

journal_volume

117

pub_type

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