Dataset and code accompanying publication: "Revealing the Physiological Origin of Event-Related Potentials using Electrocorticography in Humans"
Authors/Creators
- 1. National Center for Adaptive Neurotechnologies, Albany, NY 12208, USA
- 2. Department of Neuroscience, Washington University School of Medicine, St. Louis 63130, MO, USA
- 3. Applied Physics Laboratory, Johns Hopkins University, Baltimore, MD 21218, USA
- 4. School of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju 61005, South Korea
- 5. Department of Neurosurgery, Washington University School of Medicine, St. Louis 63130, MO, USA
Description
Electrocorticographic (ECoG) activity from eight human subjects; Electroencephalographic (EEG) activity from seven human subjects; recorded during a simple reaction-time task.
For questions, contact Peter Brunner, PhD (brunner@neurotechcenter.org)
Code written by Hohyun Cho, PhD (cho@neurotechcenter.org)
This repository contains the MATLAB scripts (*.m) used to create the figures of this publication.
All non-MATLAB dependencies are included in ./functions.
MATLAB versions tested: R2017b to R2020a
Before running the scripts, please run "add_path.m" first.
[MATLAB scripts reproducing the figures shown in this publication]
Figure 2: figure2A.m
Figure 2: figure2B_and_C.m
Figure 2 - Figure supplement 1: figure2_supplement_1.m
Figure 2 - Figure supplement 2: figure2_supplement_2.m
Figure 2 - Figure supplement 3: figure2_supplement_3.m
Figure 2 - Figure supplement 4: figure2_supplement_4.m
Figure 3: figure3_erp_analysis.m
Figure 3 - Figure supplement 1: figure3_supplement_1_auditory.m
Figure 3 - Figure supplement 1: figure3_supplement_1_motor.m
Figure 3 - Figure supplement 2: figure3_supplement_2.m
Figure 5: figure5.m
Figure 5 - Figure supplement 1: figure5_supplement_1.m
Figure 5 - Figure supplement 2: figure5_supplement_2A.m
Figure 5 - Figure supplement 2: figure5_supplement_2B_auditory.m
Figure 5 - Figure supplement 2: figure5_supplement_2B_motor.m
[MATLAB scripts implementing the methods presented in this publication]
removing_addivity_under_3Hz.m
- a script for removing effect of additivity from the evoked potentials across all subjects
removing_phase_reset_of_ongoing_osillation.m
- a script for removing effect of phase resetting within ongoing oscillation from the evoked potentials across all subjects
removing_asymmetry_of_ongoing_oscillation.m
- a script for removing effect of asymmetry within ongoing oscillation from the evoked potentials across all subjects
removing_additive_power.m
- a script for removing additive power from the evoked potentials across all subjects
removing_addivity_and_phase_reset.m
- a script for removing effect of additivity and phase resetting from the evoked potentials across all subjects