ReviewCurrent opinion in neurobiology2022
The what, how, and why of naturalistic behavior.
Review in Current opinion in neurobiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
29 citing papers in PubMed.
- A wireless modular platform for neuro-behavioral recording and closed-loop manipulation in small animals.Nature methods · 2026Article
- SqueakPose Studio, an end-to-end platform for pose estimation and real-time edge-AI deployment.eLife · 2026Article
- Visualizing and sonifying neurodata (ViSoND) for enhanced observation.bioRxiv : the preprint server for biology · 2026Article
- Lifelong behavioral screen reveals an architecture of vertebrate aging.Science (New York, N.Y.) · 2026Article
- Article
- SqueakPose Studio: An end-to-end platform for pose estimation and real-time edge-AI deployment.bioRxiv : the preprint server for biology · 2026Article
- Linking brain and behavior states in Zebrafish Larvae locomotion using hidden Markov models.PLoS computational biology · 2026Article
- Grand challenges for systems neuroscience: perspectives and opportunities.Frontiers in systems neuroscience · 2026Article
- Life-long behavioral screen reveals an architecture of vertebrate aging.bioRxiv : the preprint server for biology · 2025Article
- Neuroscience Needs Behavioral "Wind Tunnels" for Real-Life Translation.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Foraging as an ethological framework for neuroscience.Trends in neurosciences · 2025Review
- Theoretical neuroscience has room to grow.Nature reviews. Neuroscience · 2025Article
- DISSeCT: An unsupervised framework for high-resolution mapping of rodent behavior using inertial sensors.PLoS biology · 2025Article
- An integrative assay for measuring social aversion and motivation in freely behaving mice.Cell reports methods · 2025Article
- Article
- Inferring internal states across mice and monkeys using facial features.Nature communications · 2025Article
- Accurate Tracking of Locomotory Kinematics in Mice Moving Freely in Three-Dimensional Environments.eNeuro · 2025Article
- InteBOMB: Integrating generic object tracking and segmentation with pose estimation for animal behavior analysis.Zoological research · 2025Article
- The neurobiology of parenting and infant-evoked aggression.Physiological reviews · 2025Review
- Emotions and individual differences shape human foraging under threat.Nature. Mental health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
Abstract
In the past few years, advances in machine learning have fueled an explosive growth of descriptive and generative models of animal behavior. These new approaches offer higher levels of detail and granularity than has previously been possible, allowing for fine-grained segmentation of animals' actions and precise quantitative mappings between an animal's sensory environment and its behavior. How can these new methods help us understand the governing principles shaping complex and naturalistic behavior? In this review, we will recap ways in which our ability to detect and model behavior have improved in recent years, and consider how these techniques might be used to revisit classical normative theories of behavioral control.
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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.