Unsupervised Behavior Analysis and Magnification
using Deep Learning
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Analysis
Magnification
Disentanglement
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Rats
Trained in a single pellet grasping task to assess fine motor control of the forlimb
After 1 month, inducement of stroke in motor cortex
Random separation of rats in different cohorts
Training and testing (rehabilitation) sessions were recorded
Humans
Adults subjects diagnosed with MS or hydrocephalus, plus healthy controls subjects
Walked barefoot on an instrumented treadmill at fixed walking speed
Recordings before and after treatment
Mice
Habituated to locomote on top of a wheel with irrefular rung distance while being head-fixed
After at least 5 days, inducement of photothrombotic stroke
Pre-stroke and post-stroke sessions were recorded
CompVis Group
| Biagio Brattoli, Uta Buechler, Bjoern Ommer