Neuroscience

Contrasting action and posture coding with hierarchical deep neural network models of proprioception
Biological motor control is versatile and efficient. Muscles are flexible and undergo continuous changes requiring distributed adaptive …
Pranav Mamidanna, Kai J Sandbrink, Claudio Michaelis, Mackenzie Weygandt Mathis, Matthias Bethge, Alexander Mathis
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Action representation in the mouse parieto-frontal network
The posterior parietal cortex (PPC) and frontal motor areas comprise a cortical network supporting goal-directed behaviour, with …
Tuce Tombaz, Benjamin A. Dunn, Karoline Hovde, Ryan John Cubero, Bartul Mimica, Pranav Mamidanna, Yasser Roudi, Jonathan R. Whitlock
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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 …
Alexander Mathis, Pranav Mamidanna, Kevin M. Cury, Taiga Abe, Venkatesh N. Murthy, Mackenzie Weygandt Mathis, Matthias Bethge
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