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Quantifying behavior to understand the brain
Over the past years, numerous methods have emerged to automate the quantification of
animal behavior at a resolution not previously imaginable. This has opened up a new field of …
animal behavior at a resolution not previously imaginable. This has opened up a new field of …
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 …
Whole-animal connectomes of both Caenorhabditis elegans sexes
Abstract Knowledge of connectivity in the nervous system is essential to understanding its
function. Here we describe connectomes for both adult sexes of the nematode …
function. Here we describe connectomes for both adult sexes of the nematode …
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 …
Neural circuit policies enabling auditable autonomy
A central goal of artificial intelligence in high-stakes decision-making applications is to
design a single algorithm that simultaneously expresses generalizability by learning …
design a single algorithm that simultaneously expresses generalizability by learning …
[HTML][HTML] Map** sub-second structure in mouse behavior
Complex animal behaviors are likely built from simpler modules, but their systematic
identification in mammals remains a significant challenge. Here we use depth imaging to …
identification in mammals remains a significant challenge. Here we use depth imaging to …
Global brain dynamics embed the motor command sequence of Caenorhabditis elegans
While isolated motor actions can be correlated with activities of neuronal networks, an
unresolved problem is how the brain assembles these activities into organized behaviors …
unresolved problem is how the brain assembles these activities into organized behaviors …
BiPOLES is an optogenetic tool developed for bidirectional dual-color control of neurons
Optogenetic manipulation of neuronal activity through excitatory and inhibitory opsins has
become an indispensable experimental strategy in neuroscience research. For many …
become an indispensable experimental strategy in neuroscience research. For many …
B-SOiD, an open-source unsupervised algorithm for identification and fast prediction of behaviors
Studying naturalistic animal behavior remains a difficult objective. Recent machine learning
advances have enabled limb localization; however, extracting behaviors requires …
advances have enabled limb localization; however, extracting behaviors requires …
Network control principles predict neuron function in the Caenorhabditis elegans connectome
Recent studies on the controllability of complex systems offer a powerful mathematical
framework to systematically explore the structure–function relationship in biological, social …
framework to systematically explore the structure–function relationship in biological, social …