Continuous Movement Decoding from Non-Invasvie EEG. Vlog2
This is the edited and shortened version of my talk at the 3rd BCI UnConference 27.1.2022 (https://bciunconference.univie.ac.at/....
Find a list of papers at the project website of Feel Your Reach Project (ERC Consolidator)(https://www.tugraz.at/institute/ine/r...)
and here the website of the Horizon 2020 MoreGrasp Project (http://www.moregrasp.eu/).
I am happy to answer your questions, please put them into the comments. Don't forget to follow this channel.
Specific papers on:
Continuous movement decoding:
Mondini, V, Kobler, RJ, Sburlea, AI & Müller-Putz, GR 2020, 'Continuous low-frequency EEG decoding of arm movement for closed-loop, natural control of a robotic arm', Journal of Neural Engineering, vol. 17, no. 4, 046031. https://doi.org/10.1088/1741-2552/aba6f7
Movement detection:
Pereira, J, Kobler, R, Ofner, P, Schwarz, A & Müller-Putz, GR 2021, 'Online detection of movement during natural and self-initiated reach-and-grasp actions from EEG signals', Journal of Neural Engineering, vol. 18, no. 4, 046095. https://doi.org/10.1088/1741-2552/ac0b52
Async. Error Detection in SCI:
Lopes-Dias, C, Sburlea, AI, Breitegger, K, Wyss, D, Drescher, H, Wildburger, R & Müller-Putz, GR 2021, 'Online asynchronous detection of error-related potentials in participants with a spinal cord injury using a generic classifier', Journal of Neural Engineering, vol. 18, no. 4, 046022. https://doi.org/10.1088/1741-2552/abd1eb
Kinesthetic feedback on EEG:
Hehenberger, L, Sburlea, AI & Müller-Putz, G 2020, 'Assessing the impact of vibrotactile kinaesthetic feedback on electroencephalographic signals in a center-out task', Journal of Neural Engineering, vol. 17, no. 5, 056032. https://doi.org/10.1088/1741-2552/abb069
Properties on grasping:
Sburlea, AI, Wilding, M & Müller-Putz, G 2021, 'Disentangling human grasping type from the object's intrinsic properties using low-frequency EEG signals', Neuroimage: Reports, vol. 1, no. 2, 100012. https://doi.org/10.1016/j.ynirp.2021....
Online-Eye-artifact removal:
Kobler, RJ, Sburlea, AI, Lopes-Dias, C, Schwarz, A, Hirata, M & Müller-Putz, GR 2020, 'Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals', NeuroImage, vol. 218, 117000. https://doi.org/10.1016/j.neuroimage.....
Musik: Ronald Kah: Abendrot https://ronaldkah.de/