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Kristin Branson

Researcher at Howard Hughes Medical Institute

Publications -  59
Citations -  6177

Kristin Branson is an academic researcher from Howard Hughes Medical Institute. The author has contributed to research in topics: Population & Motor cortex. The author has an hindex of 27, co-authored 54 publications receiving 4860 citations. Previous affiliations of Kristin Branson include Janelia Farm Research Campus & California Institute of Technology.

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High-throughput Ethomics in Large Groups of Drosophila

TL;DR: A camera-based method for automatically quantifying the individual and social behaviors of fruit flies, Drosophila melanogaster, interacting in a planar arena finds that behavioral differences between individuals were consistent over time and were sufficient to accurately predict gender and genotype.
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JAABA: interactive machine learning for automatic annotation of animal behavior

TL;DR: This work presents a machine learning–based system that can create a variety of accurate individual and social behavior classifiers for different organisms, including mice and adult and larval Drosophila.
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Automated image-based tracking and its application in ecology

TL;DR: Automated image-based tracking should continue to advance the field of ecology by enabling better understanding of the linkages between individual and higher-level ecological processes, via high-throughput quantitative analysis of complex ecological patterns and processes across scales, including analysis of environmental drivers.
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A multilevel multimodal circuit enhances action selection in Drosophila

TL;DR: It is shown that combining mechanosensory and nociceptive cues synergistically enhances the selection of the fastest mode of escape locomotion in Drosophila larvae, and proposed that the multilevel multimodal convergence architecture may be a general feature of multisensory circuits enabling complex input–output functions and selective tuning to ecologically relevant combinations of cues.