Georg Northoff

MEASURES for temporOspatial neuroscience analyses

• Autocorrelation Window (ACW; matlab, (c)Yasir Catal)

• Cross-Frequency Coupling

• Detrended Fluctuation Analysis

• Global Signal Topography

• Intertrial Phase Coherence

• Median Frequency (MF; matlab, (c)Yasir Catal)

• Modulation Index

• Nominal Frequency Phase Stability

• Peak Frequency Sliding (matlab, (c)Yujia Ao; alternative version (c)Annemarie Wolff)

• Peak Frequency Power (matlab, (c)Annemarie Wolff)

• Phase Lag Index (PLI; matlab, (c)Yasir Catal)

• Phase Locking Value (PLV; matlab, (c)Yasir Catal)

• Permutation Entropy

• Power Law Exponent (matlab, (c)Yasir Catal)

• Sample Entropy (matlab, (c)Yasir Catal)

• Signal to Noise Ratio

• scale-free vs. oscillatory component (Irregular Resampling Auto-Spectral Analysis; IRASA; matlab, (c)Yasir Catal)

• Trial-to-trial variability

• ERP transfer function (matlab, (c)Maria Karanikolaou)
  

Libraries

• Time Series Analysis (for python; PLE, median and mean frequency, ACW, sample entropy, Lempel-Ziv complexity), (c)Philipp Klar)

• Neuro-Helper

• Dynameas: a Matlab toolbox for calculating measures of neural dynamics on EEG/MEG/(fMRI) data

• EEG Processing in Matlab

Articles

• Temporal hierarchy converges with spatial hierarchy: Intrinsic neural timescales follow the core-periphery organization

• The interplay between information flux and temporal dynamics in infraslow frequencies

OTHER RESOURCES

Powerpoint presentation about several methods in the spatialtemporal approach by I-Fei Chen Department of Psychiatry, National Taiwan University Hospital