EEG Notebooks
0.2.0
Getting Started
Installation
Installing the Python library
MUSE Requirements
MUSE recordings on windows: BlueMuse
MUSE recordings on Mac: BLED112 Dongle
MUSE recordings on Linux
Issues
Common Problems
Bug reports
Initiating an EEG Stream
Supported Devices
Interaxon Muse
Using the Muse on Windows
OpenBCI Ganglion
OpenBCI Cyton
OpenBCI Cyton + Daisy
Neurosity Notion (versions 1 and 2)
Connecting on Windows
BrainBit EEG Headband
G.Tec Unicorn
Initiating a Muse stream in Windows using Bluemuse
Finding the USB port of the OpenBCI USB dongle
Running Experiments
Command Line Interface
Using the introprompt flag
Board Selection
Experiment Selection
Recording Duration
Subject ID
Session Number
Using Jupyter Notebooks or a custom script
Data Zipping
Command Line Interface
Using the introprompt flag
Analyzing data
Available Experiments
Visual P300 with Oddball paradigm
N170
SSVEP
Old experiments
Go/No-Go
SSAEP
C1 and P1
Auditory P300
Unvalidated Experiments and other phenomena
N100 - P200
On-task Beta
Alpha reset
Experiments
Visual N170
N170 run experiment
Setup
Run experiment
N170 Load and Visualize Data
Setup
Load Data
Visualize the power spectrum
Filtering
Epoching
Epoch average
N170 Decoding
Setup
Load Data
Filteriing
Epoching
Run classification
Plot Decoding Results
Visual P300
P300 run experiment
Setup
Initiate EEG device
Run experiment
P300 Load and Visualize Data
Setup
Visualize the power spectrum
Filteriing
Epoching
Epoch average
P300 Decoding
Setup
Load Data
Filteriing
Epoching
Classfication
Visual SSVEP
SSVEP run experiment
Setup
Initiate EEG device
Run experiment
SSVEP Visualization
Visualize the power spectrum
Epoching
Stimuli-Specific PSD
Spectrogram
SSVEP Decoding
Setup
Load Data
Epoching
Decoding
Decoding
Visual Cueing
Cueing Single Subject Analysis
Setup
Load Data
Visualize the power spectrum
Power Spectral Density
Filtering
Epoching
Spectrogram
Now we compute and plot the differences
Target Epoching
Cueing Group Analysis
Setup
Download the data
Load data into MNE objects
Combine subjects
Compute t test
Save average powers ipsi and contra
Save spectra
Cueing Behavioural Analysis Winter 2019
Setup
Analyze .mat behavioural data for Accuracy and RT
Cueing Group Analysis Winter 2019
Setup
Load the data
Put the data into MNE Epochs
Combine subjects
Compute t test
Save average powers ipsi and contra
Save spectra
Visual Go-No-Go
All Notebook Examples
Cueing Single Subject Analysis
Setup
Load Data
Visualize the power spectrum
Power Spectral Density
Filtering
Epoching
Spectrogram
Now we compute and plot the differences
Target Epoching
Cueing Group Analysis
Setup
Download the data
Load data into MNE objects
Combine subjects
Compute t test
Save average powers ipsi and contra
Save spectra
Cueing Behavioural Analysis Winter 2019
Setup
Analyze .mat behavioural data for Accuracy and RT
Cueing Group Analysis Winter 2019
Setup
Load the data
Put the data into MNE Epochs
Combine subjects
Compute t test
Save average powers ipsi and contra
Save spectra
N170 run experiment
Setup
Run experiment
N170 Load and Visualize Data
Setup
Load Data
Visualize the power spectrum
Filtering
Epoching
Epoch average
N170 Decoding
Setup
Load Data
Filteriing
Epoching
Run classification
Plot Decoding Results
P300 run experiment
Setup
Initiate EEG device
Run experiment
P300 Load and Visualize Data
Setup
Visualize the power spectrum
Filteriing
Epoching
Epoch average
P300 Decoding
Setup
Load Data
Filteriing
Epoching
Classfication
SSVEP run experiment
Setup
Initiate EEG device
Run experiment
SSVEP Visualization
Visualize the power spectrum
Epoching
Stimuli-Specific PSD
Spectrogram
SSVEP Decoding
Setup
Load Data
Epoching
Decoding
Decoding
Misc
Technical Information about the MUSE
MUSE setup and usage
Introduction to the MUSE
Headband fit and signal quality tutorial
Adjusting and fitting the MUSE for better signal quality
Using water for better signal quality
Details related to Muse ERP analysis
About the EEG-ExPy Documentation Pages
NTCS Phase 1 Instructions
On this page
Instructional Videos
Summary of the steps
TL;DR instructions version
Full step-by-step instructions
1. Sign up and provide informed consent.
2. Check your e-mail.
3. Install miniconda
4. Set up environment and install eeg-expy
5. Set up your EEG Device
5.1 Windows+Muse device users
5.2 OpenBCI Devices
6. Run the visual N170 experiment
6.1 Check your signal quality
6.2 Run the experiment
7. After recording, locate and zip your recorded data
7.1 Take a look at what’s there
7.2 Compress your data
8. Upload your zipped data file to your personalized URL
9. Make use of your newfangled knowledge!
FAQs, Troubleshooting, Gotchas
Where are my files?
OpenBCI Ports and drivers
Python is not 3.7
EEG Notebooks
Analyzing data
Analyzing data
( To add )