EEG-Research

Use the dataset from 2 sources:

• S. Palazzo, C. Spampinato, I. Kavasidis, D. Giordano, J. Schmidt, M. Shah, Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, doi: 10.1109/TPAMI.2020.2995909 https://github.com/perceivelab/eeg_visual_classification

I. Setup Guideline:

• Follow the commands in Git Bash (Windows) or Terminal (Linux/Mac)

*Setup repo for first-time clone:

• Create .env folder and install neccessary packages

virtualenv .env 
source .env/Scripts/activate # For Windows
source .env/bin/activate # For Linux
pip install -r requirements.txt

*Sync with submodule repo

https://stackoverflow.com/questions/18770545/why-is-my-git-submodule-head-detached-from-master/55570998#55570998

In order to sync all of the submodules:

# cd back to project root
git submodule update --remote --merge

*How to ssh into the server

• Step 1: Install tailscale https://tailscale.com/
• Step 2: In terminal (preferably Git Bash): ssh [email protected]
• Step 3: Login tailscale with google account [email protected]
• Step 4: Enjoy

*[SSH Tools] Tmux (enable background running)

If the server has no tmux sessions and jupyter notebook is not running

• In your local computer's terminal, run:

  • In the first terminal:

# SSH into the server to run jupyter notebook
ssh <server_name>@<server_ip_address>
tmux new -s eeg # Create new tmux session named "eeg"
cd <cloned_repo>
jupyter notebook --no-browser --port 8888
tmux detach # <Or Ctrl-T d> Detach session, no worry that the session is still running in background

• In the second terminal:

# Local port forwarding
ssh -NL 8888:localhost:8888 <server_name>@<server_ip_address>

• Copy the jupyter notebook's address in the first terminal
• Open your browser and paste the copied address to address bar

If the server already has tmux sessions (jupyter is running)

• In your local computer's terminal, run:

  • In the first terminal:

# SSH into the server to run jupyter notebook
ssh <server_name>@<server_ip_address>
tmux a -t eeg # <Or Ctrl-T s> Choose tmux session name "eeg"

• In the second terminal:

# Local port forwarding
ssh -NL 8888:localhost:8888 <server_name>@<server_ip_address>

• Copy the jupyter notebook's address in the first terminal
• Open your browser and paste the copied address to address bar

Tmux useful commands

• prefix:
  • default: Ctrl-B
  • server: Ctrl-T

Manage sessions

• Change session: prefix s -> choose session -> enter
• New session: tmux new -s <s_name>
• Detach: tmux detach / prefix d
• Attach: tmux a -t <s_name>
• Rename session: prefix $

Manage windows

• New window: prefix c
• Next window: prefix n
• Prev window: prefix p

Manage panes

• Split window vertically: prefix "
• Split window horizontally: prefix %
• Navigate panes: prefix <Arrows>