EEGlass motor-imagery and resting-state data

Pilot acquisition of EEG data during motor-imagery and resting state (eyes-closed) from EEGlass eyeware prototype for ubiquitous brain-computer interaction.

There are two types of EEG data: (1) motor imagery and (2) resting state during closed eyes from two EEG devices: (1) EEGlass through the OpenBCI board, and (2) Enobio 8 from Neuroelectrics. In addition, the EOG activity from four eye movements (up,down;left;right) from EEGlass are included. All datasets have been pre-processessed in EEGlab and exported as .set files.

Datasets:

• Motor Imagery
  • EEGlass (data: MI_EEGlass.set; header: MI_EEGlass.fdt)
  • Enobio (data: MI_Enobio.set; header: MI_Enobio.fdt)
• Resting State (eyes-closed)
  • EEGlass (data: EC_EEGlass.set; header: EC_EEGlass.fdt)
  • Enobio (data: EC_Enobio.set; header: EC_Enobio.fdt)
• EOG
  • EEGlass

    • EOG Up (EOG_U_EEGlass.set, .fdt)

    • EOG Down (EOG_U_EEGlass.set, .fdt)

    • EOG Left (EOG_U_EEGlass.set, .fdt)

    • EOG Right (EOG_U_EEGlass.set, .fdt)

Pre-processing:

1. Bandpass filtering: FIR 1-40 Hz
2. Re-referencing: Common average reference (CAR)
3. Channel locations
   • EEGlass [1:Nz; 2:TP9; 3:TP10]
   • Enobio [1:Fpz ; 2:C3; 3:C4; 4:Pz]

Details from the pilot study can be found below:

A. Vourvopoulos, E. Niforatos, M. Giannakos, 2019. EEGlass: an EEG-eyeware prototype for ubiquitous brain-computer interaction. In Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers(UbiComp/ISWC '19 Adjunct). Association for Computing Machinery, New York, NY, USA, 647–652. DOI: https://doi.org/10.1145/3341162.3348383