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eeg.fem

Repository for the web suite for FEM - a tool that allows to use Emotiv devices in the context of Brain Computer Interfaces' development.

Setup

Prerequisites

  • Windows 10
  • Emotiv Pro with license
  • nodejs
  • Anaconda or Miniconda
  • Emotiv Epoc+ headset

Getting Started

  • Clone the repository

    git clone https://github.com/CIDIMEC/eeg.fem.git
cd eeg.fem

  • Download the modules

    npm install

  • Create the python enviroment with all the packages

    conda env create -f environment.yaml
pip install "python-socketio[client]==4.6.1"

  • Copy files:

    • Copy the file login.data in eeg.fem folder.

    • Copy the file users.json in eeg.fem/public/json folder.

At this point you can run the program via command line, to use the BAT files we have to make some changes in BAT files.

Setting up the BAT files

We have 3 main BAT files:

  • BCI_data

    For this BAT file we have to change 2 files:

    • BCI_data.bat

      In this file we have to change the first line:

      call D:\Programas\miniconda3\Scripts\activate.bat D:\Programas\miniconda3\envs\BCIMusical

      by the path where the python environment was installed.

    • chrome_data.bat

      This file is located in public/, in this file change the location were the Google Chrome navigator is installed.

      call cd\Program Files (x86)\Google\Chrome\Application

  • BCI_app

    We have to change 4 files:

    • BCI_app.bat

      In this file we have to change the first line:

      call D:\Programas\miniconda3\Scripts\activate.bat D:\Programas\miniconda3\envs\BCIMusical

      by the path where the python environment was installed.

    • PyBat.bat

      This file are in public/ we have to change the path where the python environment was installed in the second line.

    • chrome_app.bat and chrome_inst.bat

      These files are located in public/, change the location were Google Chrome navigator is installed.

      call cd\Program Files (x86)\Google\Chrome\Application

  • BCI_analisis

    We have to change 3 files:

    • BCI_analisis.bat

      In this file we have to change the first line:

      call D:\Programas\miniconda3\Scripts\activate.bat D:\Programas\miniconda3\envs\BCIMusical

      by the path where the python environment was installed.

    • Pydata.bat

      This file are in public/ we have to change the path where the python environment was installed in the second line.

    • chrome_analisis.bat

      This file is located in public/, in this file change the location were the Google Chrome navigator is installed.

      call cd\Program Files (x86)\Google\Chrome\Application

RUN

Command line

We have two options:

  • Run normal mode:

    This mode start the server, but you have to resart the server for any change, you just need to type:

    node start

  • Run developer mode:

    This mode restart the server automatically if you make a change, you just need to type:

    npm run dev

Once run the command open your explorer, and type http://localhost:3000/, this is the default client port, but it can be changed in the file: start.js. If the process is done correctly there should appear this page:

Image.jpg

Executable

To execute the BAT files, they should have been configured correctly as seen in the previous point, you can make shortcuts to access them from the desktop or any other location. The files are:

  • BCI_data.bat
  • BCI_app.bat
  • BCI_analisis.bat

How to use

It is a guide if it was started via the command line and record the data.

  1. Connect the headset to your PC with the EmotivPRO program.

  2. Start the program either the normal mode or developer mode.

  3. If the process started correctly you should receive the following message: Server is running on port 3000!.

  4. Open your favorite browser, then enter to the localhost. For default the program is running on port 3000, so you'll have to enter to: http://localhost:3000/.

  5. Put on your Epoc+ headset.

  6. When you are in the menu click on Check electrodes quality button to check if the electrodes are receiving signal correctly. You'll be taken to a page that looks like this:

    Where you can see the quality of signal from each electrode. If the quality of the modules is poor, try humidifying the feltpads and make sure that ground electrodes are placed correctly.

  7. After checking the quality, go back to the menu, and click the Watch Raw EEG Data to see the data retrieved from the headset in real time. You can try blinking to see some artifacts, this could be seen as peaks in the signal.

  8. Go back to the menu. Then click on the record EEG button.

  9. Click on the Subject button to access to the subject page. This should become a blank page

  10. Open another tab, and enter to http://localhost:3000/, then click the Record EEG

  11. Click on the Researcher button, to access to the experiment customization page. You can change the experiment instructions on the script using the commands shown on the List of Commands section bellow.

  12. If you have some media files, you have to click on the Import Audio resources button before starting the experiment.

  13. To start the experiment just click on the Start experiment button. After doing this the experiment should start. In the Subject page the experiment will be running, and all the data will be stored in public/data/ and name of the experiment.

List of Commands

The program has the following options:

Watch Raw EEG Data

This option allows you to watch the EEG Data if the headset is connected.

Check electrodes quality

You can check if your Emotiv Epoc+ headset is properly placed, and taking data correctly.

Record EEG

This option allows you to perform experiments. There are two roles in experiment:

Subject

This screen corresponds to the experiment subject, and it's activated via websockets by the researcher

Researcher

This screen allows you to set the experiment. You can customize it via commands, and run.

List of Commands

The list of commands is the following:

  • experiment(arg) - selects a main folder (arg) from images and audios are retrieved. These files should be in server.
  • id(arg) - selects a local folder (arg) where the data will be saved. This local folder is inside a main folder which name was declared by the experiment function. Data is saved by default in Desktop.
  • beep(arg) - produces a beep sound for arg milliseconds.
  • present(arg) - presents on screen the image which file name is arg.
  • play(arg) - plays the sound which file name is arg.
  • ball(arg) - displays a ball that moves accordingly to arg. The possible values for arg are:
    • random - the ball moves randomly.
    • controller - the ball can be moved using a joystick.
  • clear(arg) - clear arg channel. If arg is 'screen' then clear the presented image. If arg is 'sound', stops the ongoing sound or music. This does not apply to the beep function.
  • wait(arg) - enables trigger button as interruption switch. If argument is a number, waits for that amount of time in milliseconds. If argument is a number and a text separated by comma, the text is the marker description and the number is the amount of time in milliseconds.
  • finish() - marks the end of script. Semicolon usage is mandatory.