EEG Notebooks

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)
      • Neurosity Crown
        • 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
    • Using virtual reality
      • Heads up display
        • Features to be added in future releases:
      • Prerequisites:
      • Steps for running experiment in VR
      • Other experiments can have VR added too.
  • 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
  • All Notebook Examples
  • <no title>

Cueing Single Subject Analysis

Cueing Single Subject Analysis

Cueing Group Analysis

Cueing Group Analysis

Cueing Behavioural Analysis Winter 2019

Cueing Behavioural Analysis Winter 2019

Cueing Group Analysis Winter 2019

Cueing Group Analysis Winter 2019

Download all examples in Python source code: visual_cueing_python.zip

Download all examples in Jupyter notebooks: visual_cueing_jupyter.zip

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