English

In-Ear Electrode EEG for Practical SSVEP BCI

Human-Computer Interaction 2025-09-22 v1 Signal Processing

Abstract

Steady State Visual Evoked Potential (SSVEP) methods for brain computer interfaces (BCI) are popular due to higher information transfer rate and easier setup with minimal training, compared to alternative methods. With precisely generated visual stimulus frequency, it is possible to translate brain signals into external actions or signals. Traditionally, SSVEP data is collected from the occipital region using electrodes with or without gel, normally mounted on a head cap. In this experimental study, we develop an in ear electrode to collect SSVEP data for four different flicker frequencies and compare against occipital scalp electrode data. Data from five participants demonstrates the feasibility of in-ear electrode based SSVEP, significantly enhancing the practicability of wearable BCI applications.

Keywords

Cite

@article{arxiv.2509.15449,
  title  = {In-Ear Electrode EEG for Practical SSVEP BCI},
  author = {Surej Mouli and Ramaswamy Palaniappan and Emmanuel Molefi and Ian McLoughlin},
  journal= {arXiv preprint arXiv:2509.15449},
  year   = {2025}
}

Comments

12 pages

R2 v1 2026-07-01T05:44:52.115Z