ArticleNeuroscience bulletin2022
An Easily Compatible Eye-tracking System for Freely-moving Small Animals.
Article in Neuroscience bulletin, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Psychedelic 4-AcO-DMT attenuated looming-induced freezing behaviors by activating PrLMolecular psychiatry · 2026Article
- Temporal assessment of behavior in Parkinson's visual hallucinations via a multidimensional analysis strategy.Signal transduction and targeted therapy · 2026Article
- High-resolution in vivo kinematic tracking with customized injectable fluorescent nanoparticles.Science advances · 2025Article
- Anti-drift pose tracker (ADPT), a transformer-based network for robust animal pose estimation cross-species.eLife · 2025Article
- Pupil dilation and behavior as complementary measures of fear response in Mice.Cognitive neurodynamics · 2024Article
- Conducting head-mounted eye-tracking research with young children with autism and children with increased likelihood of later autism diagnosis.Journal of neurodevelopmental disorders · 2024Article
- A Virtual Reality Platform for Context-Dependent Cognitive Research in Rodents.Neuroscience bulletin · 2023Article
- Left-right asymmetry and attractor-like dynamics of dog's tail wagging during dog-human interactions.iScience · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Measuring eye movement is a fundamental approach in cognitive science as it provides a variety of insightful parameters that reflect brain states such as visual attention and emotions. Combining eye-tracking with multimodal neural recordings or manipulation techniques is beneficial for understanding the neural substrates of cognitive function. Many commercially-available and custom-built systems have been widely applied to awake, head-fixed small animals. However, the existing eye-tracking systems used in freely-moving animals are still limited in terms of their compatibility with other devices and of the algorithm used to detect eye movements. Here, we report a novel system that integrates a general-purpose, easily compatible eye-tracking hardware with a robust eye feature-detection algorithm. With ultra-light hardware and a detachable design, the system allows for more implants to be added to the animal's exposed head and has a precise synchronization module to coordinate with other neural implants. Moreover, we systematically compared the performance of existing commonly-used pupil-detection approaches, and demonstrated that the proposed adaptive pupil feature-detection algorithm allows the analysis of more complex and dynamic eye-tracking data in free-moving animals. Synchronized eye-tracking and electroencephalogram recordings, as well as algorithm validation under five noise conditions, suggested that our system is flexibly adaptable and can be combined with a wide range of neural manipulation and recording technologies.
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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.