Dataset structure
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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
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**Neurons**
- ActivityFull
- Positions
- Time
- GreenRaw
- RedRaw
**goodVolumes**
**Behavior**
- Eigenworm1
- Eigenworm3
- Eigenworm2
- CMSVelocity
- Ethogram
- AngleVelocity
- EthogramFull
- X
- Y
- Theta
**CL**
Output dataset structure
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among others contains
- PCA of neural activity
- LASSO and Elastic net models
- Autocorrelation of neural activity