2020
DOI: 10.1073/pnas.1915252117
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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… Show more

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Cited by 19 publications
(26 citation statements)
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“…Two broad observations are relevant here. First, mechanisms underlying very short and longer lasting forms of habituation may differ, with the latter more likely to involve inhibitory potentiation (Ramaswami, 2014; Shen et al, 2020). Second, largely due to the difficulty of necessary behavioral experiments, in most instances where habituation override has been reported, it is not rigorously distinguished from a potential confounding process of response sensitization (Castellucci et al, 1970; Hawkins et al, 1998; Asztalos et al, 2007a; Asztalos et al, 2007b).…”
Section: Introductionmentioning
confidence: 99%
See 2 more Smart Citations
“…Two broad observations are relevant here. First, mechanisms underlying very short and longer lasting forms of habituation may differ, with the latter more likely to involve inhibitory potentiation (Ramaswami, 2014; Shen et al, 2020). Second, largely due to the difficulty of necessary behavioral experiments, in most instances where habituation override has been reported, it is not rigorously distinguished from a potential confounding process of response sensitization (Castellucci et al, 1970; Hawkins et al, 1998; Asztalos et al, 2007a; Asztalos et al, 2007b).…”
Section: Introductionmentioning
confidence: 99%
“…Two broad observations are relevant here. First, mechanisms underlying very short and longer lasting forms of habituation may differ; some forms of the latter are known to involve inhibitory potentiation (Ramaswami, 2014;Shen et al, 2020).…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…A neuronal algorithm implicating inhibitory potentiation of habituation should also be able to make predictions and efficiently detect salient features in the environment [54]. The "negativeimage model" as defined by Ramaswami can thus serve as a general mechanism for adaptive filtering, generation of predictions and saliency mapping.…”
Section: Habituation Mechanismsmentioning
confidence: 99%
“…Two broad observations are relevant here. First, mechanisms underlying very short and longer lasting forms of habituation may differ; some forms of the latter are known to involve inhibitory potentiation (Ramaswami, 2014;Shen et al, 2020). Second, largely because of the difficulty of necessary behavioral experiments, in most (but not all, Semelidou et al, 2018) instances, habituation override is not distinguished from a potential confounding process of response sensitization (Castellucci et al, 1970;Hawkins et al, 1998;Asztalos et al, 2007a,b).…”
Section: Introductionmentioning
confidence: 99%