ReviewCurrent opinion in neurobiology2012
The surveillance state of behavioral automation.
Review in Current opinion in neurobiology, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 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
45 citing papers in PubMed.
- The Inversion in(2L)t Impacts Complex, Temperature-Sensitive Behaviors inEcology and evolution · 2026Article
- The inversion In(2L)t impacts complex, environmentally sensitive behaviors inbioRxiv : the preprint server for biology · 2025Article
- Article
- Real-time behavioral monitoring of C57BL/6J mice during reproductive cycle.Frontiers in neuroscience · 2025Article
- Individualistic reward-seeking strategies that predict response to nicotine emerge among isogenic male mice living in a micro-society.PLoS biology · 2024Article
- Simple Behavioral Analysis (SimBA) as a platform for explainable machine learning in behavioral neuroscience.Nature neuroscience · 2024Article
- Markerless Mouse Tracking for Social Experiments.eNeuro · 2024Article
- MouseVUER: video based open-source system for laboratory mouse home-cage monitoring.Scientific reports · 2024Article
- The outcome of early life status epilepticus-lessons from laboratory animals.Epilepsia open · 2023Article
- Article
- Blueprints for measuring natural behavior.iScience · 2022Review
- Flexible auditory training, psychophysics, and enrichment of common marmosets with an automated, touchscreen-based system.Nature communications · 2022Article
- Social Determinants of Inter-Individual Variability and Vulnerability: The Role of Dopamine.Frontiers in behavioral neuroscience · 2022Review
- Efficient training of mice on the 5-choice serial reaction time task in an automated rodent training system.Scientific reports · 2020Article
- Rage Against the Machine: Advancing the study of aggression ethology via machine learning.Psychopharmacology · 2020Review
- An automated homecage system for multiwhisker detection and discrimination learning in mice.PloS one · 2020Article
- The homeostatic dynamics of feeding behaviour identify novel mechanisms of anorectic agents.PLoS biology · 2019Article
- Fully automated head-twitch detection system for the study of 5-HTScientific reports · 2019Article
- Three-Dimensional Pose Estimation for Laboratory Mouse From Monocular Images.IEEE transactions on image processing : a publication of the IEEE Signal Processing Society · 2019Article
- Automated Forelimb Tasks for Rodents: Current Advantages and Limitations, and Future Promise.Neurorehabilitation and neural repair · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Genetics' demand for increased throughput is driving automatization of behavior analysis far beyond experimental workhorses like circadian monitors and the operant conditioning box. However, the new automation is not just faster: it is also allowing new kinds of experiments, many of which erase the boundaries of the traditional neuroscience disciplines (psychology, ethology and physiology) while producing insight into problems that were otherwise opaque. Ironically, a central theme of current automatization is to improve observation of animals in increasingly naturalistic environments. This is not just a return to 19th century priorities: the new observational methods provide unprecedented quantitation of actions and ever-closer integration with experimentation.
Indexed as
Identifiers
What OpenQuestion holds
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.