Mathematical Modeling of Human Performance

Time Series

DWT ICA Code (17Oct2017)

These files include the EEG data Robin simulated of three dipoles using the BESA software (File 1) and the corresponding parameter settings (File 2), the ICA wavelet functions to use in the R Script (File 3), and the most recent version of the R code analyzing the EEG data using TF-ICA analyses (File 4).

  1. Three Dipole Data (txt)
  2. BESA Model Parameters (docx)
  3. ICA Wavelet Functions (r)
  4. Code (r)

Time Frequency - ICA analysis

Replication of analysis of neural data from Shou, Ding & Dasari (2012)

PRINCE WINK Exploration Code

Code exploring the recorded ECG and EEG data with time-frequency analysis.

Hyvarinen Example2.3

Hyvarienen Example 2.3 R Code