Cebra

CEBRA: a self-supervised learning algorithm for obtaining interpretable, Consistent EmBeddings of high-dimensional Recordings using Auxiliary variables Nature 2023 Paper Documentation & Demos Code CEBRA is a machine-learning method that can be used to compress time series in a way that reveals otherwise hidden structures in the variability of the data. It excels on behavioural and neural data recorded simultaneously. We have shown it can be used to decode the activity from the visual cortex of the mouse brain to reconstruct a viewed video, to decode trajectories from the sensoirmotor cortex of...

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