MOVING: a Multi-MOdal dataset of EEG signals and VIrtual Glove hand trackING
Creators
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1.
University of L'Aquila
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2.
Università Cattolica del Sacro Cuore
Description
A new Multi-modal dataset comprising neural EEG signals and kinematic data associated with three hand movements — open/close, finger tapping, and wrist rotation — along with a rest period. The dataset, obtained from eleven subjects using a 32-channel dry wireless EEG system, also includes synchronized kinematic data captured by a Virtual Glove (VG) system equipped with two orthogonal Leap Motion Controllers. The use of these two devices allows for fast assembly (~ 1 minute) while introducing more noise than the gold standard devices for data acquisition. The data set, obtained from 11 subjects using a 32-channel dry wireless EEG system, also includes synchronized kinematic data captured by a Virtual Glove (VG) system equipped with two orthogonal Leap Motion Controllers.
For citation please refer to the paper:
Mattei, E.; Lozzi, D.; Di Matteo, A.; Cipriani, A.; Manes, C.; Placidi, G. MOVING: A Multi-Modal Dataset of EEG Signals and Virtual Glove Hand Tracking. Sensors 2024,24, 5207. https://doi.org/10.3390/s24165207
References:
Placidi, Giuseppe. "A smart virtual glove for the hand telerehabilitation." Computers in Biology and Medicine 37.8 (2007): 1100-1107.
Placidi, Giuseppe, et al. "Measurements by a LEAP-based virtual glove for the hand rehabilitation." Sensors 18.3 (2018): 834.
Placidi, Giuseppe, et al. "Patient–therapist cooperative hand telerehabilitation through a novel framework involving the virtual glove system." Sensors 23.7 (2023): 3463.
Files
Files
(2.4 GB)
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md5:f875a20e1aecbd96c555c9793ae6c714
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98.2 MB | Download |
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md5:5b8de152cc17ea6068f4d8deda2870e9
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2.3 GB | Download |
Additional details
Related works
- Is published in
- Journal article: 10.3390/s24165207 (DOI)
Funding
- NextGenerationEU under the Italian Ministry of University and Research (MUR) National Innovation Ecosystem CS00000041 - 307 VITALITY - CUP E13C22001060006.
- European Union
References
- Placidi, Giuseppe. "A smart virtual glove for the hand telerehabilitation." Computers in Biology and Medicine 37.8 (2007): 1100-1107.
- Placidi, Giuseppe, et al. "Measurements by a LEAP-based virtual glove for the hand rehabilitation." Sensors 18.3 (2018): 834.
- Placidi, Giuseppe, et al. "Patient–therapist cooperative hand telerehabilitation through a novel framework involving the virtual glove system." Sensors 23.7 (2023): 3463.