Automated image-based tracking and its application in ecology

AI Dell, JA Bender, K Branson, ID Couzin… - Trends in ecology & …, 2014 - cell.com
The behavior of individuals determines the strength and outcome of ecological interactions,
which drive population, community, and ecosystem organization. Bio-logging, such as …

Computational analysis of behavior

SER Egnor, K Branson - Annual review of neuroscience, 2016 - annualreviews.org
In this review, we discuss the emerging field of computational behavioral analysis—the use
of modern methods from computer science and engineering to quantitatively measure …

JAABA: interactive machine learning for automatic annotation of animal behavior

M Kabra, AA Robie, M Rivera-Alba, S Branson… - Nature …, 2013 - nature.com
We present a machine learning–based system for automatically computing interpretable,
quantitative measures of animal behavior. Through our interactive system, users encode …

Visual projection neurons in the Drosophila lobula link feature detection to distinct behavioral programs

M Wu, A Nern, WR Williamson, MM Morimoto… - Elife, 2016 - elifesciences.org
Visual projection neurons (VPNs) provide an anatomical connection between early visual
processing and higher brain regions. Here we characterize lobula columnar (LC) cells, a …

Visual processing in the fly, from photoreceptors to behavior

TA Currier, MM Pang, TR Clandinin - Genetics, 2023 - academic.oup.com
Originally a genetic model organism, the experimental use of Drosophila melanogaster has
grown to include quantitative behavioral analyses, sophisticated perturbations of neuronal …

Quantification of gait parameters in freely walking wild type and sensory deprived Drosophila melanogaster

CS Mendes, I Bartos, T Akay, S Márka, RS Mann - elife, 2013 - elifesciences.org
Coordinated walking in vertebrates and multi-legged invertebrates such as Drosophila
melanogaster requires a complex neural network coupled to sensory feedback. An …

Idiothetic path integration in the fruit fly Drosophila melanogaster

IS Kim, MH Dickinson - Current Biology, 2017 - cell.com
After discovering a small drop of food, hungry flies exhibit a peculiar behavior in which they
repeatedly stray from, but then return to, the newly discovered resource. To study this …

Machine vision methods for analyzing social interactions

AA Robie, KM Seagraves… - Journal of …, 2017 - journals.biologists.com
Recent developments in machine vision methods for automatic, quantitative analysis of
social behavior have immensely improved both the scale and level of resolution with which …

Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off

VM Corrales-Carvajal, AA Faisal, C Ribeiro - Elife, 2016 - elifesciences.org
Internal states can profoundly alter the behavior of animals. A quantitative understanding of
the behavioral changes upon metabolic challenges is key to a mechanistic dissection of how …

Sensation during active behaviors

L Busse, JA Cardin, ME Chiappe… - Journal of …, 2017 - Soc Neuroscience
A substantial portion of our sensory experience happens during active behaviors such as
walking around or paying attention. How do sensory systems work during such behaviors …