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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: Bandpass filtering: FIR 1-40 Hz Re-referencing: Common average reference (CAR) 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
Wearables, EEG, BCI
Wearables, EEG, BCI
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