ArticleiScience2024
Habituation as optimal filtering.
Article in iScience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Dynamical modeling of individual sensory reactivity and habituation learning.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- A receptor-inactivation model for single-celled habituation in Stentor coeruleus.Current biology : CB · 2025Article
- Anticipatory and reactive mechanisms of habituation to visual distractors.Scientific reports · 2025Article
- Minimal motifs for habituating systems.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
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Authors and funding
1 author.
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Abstract
Habituation, the reduction of responding to repetitive stimuli, is often conceptualized as a kind of attentional filter, amplifying salient signals at the expense of non-salient signals. No prior account has explicitly formalized filtering principles that can explain the major characteristics of habituation. In this paper, a simple probabilistic model is developed which permits analysis of the optimal filtering problem. This model exhibits the major characteristics of habituation, while also shedding light on other, relatively neglected, characteristics. These results demonstrate that habituation can be understood as a form of optimal filtering.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.