ExamplesΒΆ
A note about the examples
The examples here are some uses of the analysis and visualization functionality of nitime, with example data from actual neuroscience experiments, or with synthetic data, which is generated as part of the example.
All the examples presented in the documentation are generated from fully functioning python scripts, which are available as part of the source distribution in the doc/examples folder.
If you want to replicate a particular analysis or visualization, simply copy the relevant ”.py” script from the source distribution, or download the script using the link at the bottom of each page.
Thanks to the developers of PyMVPA for designing the software which enables us to provide these documented examples!
- Multi-taper coherence estimation
- Auditory processing in grasshoppers
- Fitting an AR model: algorithm module interface
- Multitaper method for baseband demodulation
- Mulitvariate auto-regressive modeling - 3 variables
- Mulitvariate auto-regressive modeling
- Fitting an MAR model: analyzer interface
- Event-related fMRI
- Coherency analysis of fMRI data
- Multitaper F-test for harmonic components
- Filtering and normalizing fMRI data
- Granger ‘causality’ of fMRI data
- Seed correlation/coherence with fMRI data
- Caclulation of Signal to noise and information
- Multi-taper spectral estimation