10 years of EPOC: A scoping review of Emotiv's portable EEG device

NS Williams, GM McArthur, NA Badcock - BioRxiv, 2020 - biorxiv.org
BACKGROUND Commercially-made low-cost electroencephalography (EEG) devices have
become increasingly available over the last decade. One of these devices, Emotiv EPOC, is …

Improving EEG‐Based Motor Imagery Classification for Real‐Time Applications Using the QSA Method

P Batres-Mendoza, MA Ibarra-Manzano… - Computational …, 2017 - Wiley Online Library
We present an improvement to the quaternion‐based signal analysis (QSA) technique to
extract electroencephalography (EEG) signal features with a view to developing real‐time …

Kernel-based relevance analysis with enhanced interpretability for detection of brain activity patterns

AM Alvarez-Meza, A Orozco-Gutierrez… - Frontiers in …, 2017 - frontiersin.org
We introduce Enhanced Kernel-based Relevance Analysis (EKRA) that aims to support the
automatic identification of brain activity patterns using electroencephalographic recordings …