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Dataset structure -------------------------- Datasets are provided in hdf5 format. Each dataset has two files, containing the raw data and a results file containing analysis and models. The major components of the datasets are shown below. Input dataset structure -------------------------- **Neurons** - ActivityFull - Positions - Time - GreenRaw - RedRaw **goodVolumes** **Behavior** - Eigenworm1 - Eigenworm3 - Eigenworm2 - CMSVelocity - Ethogram - AngleVelocity - EthogramFull - X - Y - Theta **CL** Output dataset structure -------------------------- among others contains - PCA of neural activity - LASSO and Elastic net models - Autocorrelation of neural activity
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