Validation and Benchmarking of a Wearable EEG Acquisition Platform for Real-World Applications

IEEE Trans Biomed Circuits Syst. 2019 Feb;13(1):103-111. doi: 10.1109/TBCAS.2018.2876240. Epub 2018 Oct 15.

Abstract

This paper presents the experimental validation of a readout circuit for the acquisition, amplification, and transmission of extremely weak biopotentials with a focus on electroencephalography (EEG) signals. The device, dubbed CochlEEG, benefits from a low-power design for long-term power autonomy and provides configurable gain and sampling rates to suit the needs of various EEG applications. CochlEEG features high sampling rates, up to 4 kHz, low-noise signal acquisitions, support for active electrodes, and a potential for Wi-Fi data transmission. Moreover, it is lightweight, pocket size, and affordable, which makes CochlEEG suitable for wearable and real-world applications. The efficiency of CochlEEG in EEG data acquisition is also investigated in this paper. Auditory steady-state responses acquisition results validate CochlEEG's capability in recording EEG with a signal quality comparable to commercial mobile or research EEG acquisition devices. Moreover, the results of an oddball paradigm experiment prove the capability of CochlEEG in recording event-related potentials and demonstrate its potential for brain-computer interface applications and electrophysiological research applications requiring higher temporal resolution.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Acoustic Stimulation
  • Adult
  • Amplifiers, Electronic
  • Benchmarking*
  • Brain-Computer Interfaces
  • Electroencephalography*
  • Evoked Potentials
  • Female
  • Humans
  • Male
  • Mobile Applications
  • Signal Processing, Computer-Assisted
  • Signal-To-Noise Ratio
  • Wearable Electronic Devices*
  • Young Adult