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Large-scale neural recordings call for new insights to link brain and behavior
Neuroscientists today can measure activity from more neurons than ever before, and are
facing the challenge of connecting these brain-wide neural recordings to computation and …
facing the challenge of connecting these brain-wide neural recordings to computation and …
Computational neuroethology: a call to action
The brain is worthy of study because it is in charge of behavior. A flurry of recent technical
advances in measuring and quantifying naturalistic behaviors provide an important …
advances in measuring and quantifying naturalistic behaviors provide an important …
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning
Quantifying behavior is crucial for many applications in neuroscience. Videography provides
easy methods for the observation and recording of animal behavior in diverse settings, yet …
easy methods for the observation and recording of animal behavior in diverse settings, yet …
Spontaneous behaviors drive multidimensional, brainwide activity
INTRODUCTION In the absence of sensory inputs, the brain produces structured patterns of
activity, which can be as large as or larger than sensory-driven activity. Ongoing activity …
activity, which can be as large as or larger than sensory-driven activity. Ongoing activity …
Geometric deep learning enables 3D kinematic profiling across species and environments
Comprehensive descriptions of animal behavior require precise three-dimensional (3D)
measurements of whole-body movements. Although two-dimensional approaches can track …
measurements of whole-body movements. Although two-dimensional approaches can track …
Fast animal pose estimation using deep neural networks
The need for automated and efficient systems for tracking full animal pose has increased
with the complexity of behavioral data and analyses. Here we introduce LEAP (LEAP …
with the complexity of behavioral data and analyses. Here we introduce LEAP (LEAP …
[HTML][HTML] Anipose: A toolkit for robust markerless 3D pose estimation
Quantifying movement is critical for understanding animal behavior. Advances in computer
vision now enable markerless tracking from 2D video, but most animals move in 3D. Here …
vision now enable markerless tracking from 2D video, but most animals move in 3D. Here …
Simple Behavioral Analysis (SimBA)–an open source toolkit for computer classification of complex social behaviors in experimental animals
Aberrant social behavior is a core feature of many neuropsychiatric disorders, yet the study
of complex social behavior in freely moving rodents is relatively infrequently incorporated …
of complex social behavior in freely moving rodents is relatively infrequently incorporated …
Midbrain circuits that set locomotor speed and gait selection
Locomotion is a fundamental motor function common to the animal kingdom. It is
implemented episodically and adapted to behavioural needs, including exploration, which …
implemented episodically and adapted to behavioural needs, including exploration, which …
Prediction signals in the cerebellum: beyond supervised motor learning
C Hull - elife, 2020 - elifesciences.org
While classical views of cerebellar learning have suggested that this structure predominantly
operates according to an error-based supervised learning rule to refine movements …
operates according to an error-based supervised learning rule to refine movements …