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Catalyzing next-generation artificial intelligence through neuroai
Neuroscience has long been an essential driver of progress in artificial intelligence (AI). We
propose that to accelerate progress in AI, we must invest in fundamental research in …
propose that to accelerate progress in AI, we must invest in fundamental research in …
Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics
Keypoint tracking algorithms can flexibly quantify animal movement from videos obtained in
a wide variety of settings. However, it remains unclear how to parse continuous keypoint …
a wide variety of settings. However, it remains unclear how to parse continuous keypoint …
A virtual rodent predicts the structure of neural activity across behaviours
Animals have exquisite control of their bodies, allowing them to perform a diverse range of
behaviours. How such control is implemented by the brain, however, remains unclear …
behaviours. How such control is implemented by the brain, however, remains unclear …
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 …
Leaving flatland: Advances in 3D behavioral measurement
Animals move in three dimensions (3D). Thus, 3D measurement is necessary to report the
true kinematics of animal movement. Existing 3D measurement techniques draw on …
true kinematics of animal movement. Existing 3D measurement techniques draw on …
Facemap: a framework for modeling neural activity based on orofacial tracking
Recent studies in mice have shown that orofacial behaviors drive a large fraction of neural
activity across the brain. To understand the nature and function of these signals, we need …
activity across the brain. To understand the nature and function of these signals, we need …
[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 …
Toward next-generation artificial intelligence: Catalyzing the neuroai revolution
Neuroscience has long been an essential driver of progress in artificial intelligence (AI). We
propose that to accelerate progress in AI, we must invest in fundamental research in …
propose that to accelerate progress in AI, we must invest in fundamental research in …
Hierarchical action encoding in prefrontal cortex of freely moving macaques
Our natural behavioral repertoires include coordinated actions of characteristic types. To
better understand how neural activity relates to the expression of actions and action …
better understand how neural activity relates to the expression of actions and action …
Behavioral decomposition reveals rich encoding structure employed across neocortex in rats
The cortical population code is pervaded by activity patterns evoked by movement, but it
remains largely unknown how such signals relate to natural behavior or how they might …
remains largely unknown how such signals relate to natural behavior or how they might …