Brain-Computer Interfaces Research Starter Guideline


Table of Contents

1. Fundamentals

2. Conventional Methods

3. Deep and Hierarchical Methods

1. Fundamentals

  • 1. We focus on studying non-invasive electroencephalogram-based brain-computer interfaces.
  • 2. EEG: Electroencephalogram (EEG) is an electrophysiological monitoring method to record the electrical activity of the brain.
  • 3. Non-invasive brain-computer interfaces (BCIs) are categorized into two types: evoked vs. spontaneous BCIs.
    • 3-1. Evoked BCIs exploit evoked potentials like P300 or steady-state visual evoked potential (SSVEP), mostly induced by an external stimulus.
    • 3-2. Spontaneous BCIs focus on internal cognitive processes such as event-related (de)synchronization (ERD/ERS), like motor imagery (MI).
  • 4. For more details, please read Ch. 1 in a book, “EEG Signal Processing.”
  • Importantly, please organize read papers in Google spreadsheet.

2. Conventional Methods

3. Deep and Hierarchical Methods

Brain-Computer Interfaces Research Starter Guideline