The ultimate goal is to take in EEG data and output a keystroke combination (e.g. ctrl+tab) that will enable the user to move between windows or tabs. This is an experiment to see if this is possible to do with any degree of usability, possibly as an assistive device for those with disabilities.

To use: with a Mindset EEG headset connected, run record_eeg_and_keystroke_data.py to generate the paired EEG and keyboard shortcut data. While you are using it, it will record your EEG waveform values and the keyboard shortcuts you use. When you have several hours of training data, run the Train_LSTM jupyter notebook. Then, incorporate the trained model into a script using the pyautogui module to switch windows and tabs (this component currently in development).