Abstract
Passive brain-computer interfaces (pBCIs) can be used to inform humans about their current mental state or in human-machine interaction (HMI) scenario. We introduced the perturbation-evoked potential (PEP) in the context of pBCI and are further investigating how neural correlates in a HMI could interact. In the current study we investigate the neural correlates after perturbation followed by motor reaction. We found that the PEP as well as a movement-related cortical potential appear, and that the latter has an influence on the shape of the PEP.
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Millán, J.d.R., Rupp, R., Müller-Putz, G.R., Murray-Smith, R., Giugliemma, C., Tangermann, M., Vidaurre, et al.: Combining brain–computer interfaces and assistive technologies: state-of-the-art and challenges. Front. Neurosci. 4, 161 (2010). https://doi.org/10.3389/fnins.2010.00161
Müller-Putz, G.R., Scherer, R., Pfurtscheller, G., Rupp, R.: EEG-based neuroprosthesis control: a step towards clinical practice. Neurosci. Lett. 382(1–2), 169–174 (2005)
Biasiucci, A., Leeb, R., Iturrate, I., et al.: Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke. Nat. Commun. 9, 2421 (2018). https://doi.org/10.1038/s41467-018-04673-z
Zander, T. O., Kothe, C. A., Welke, S., Rötting, M.: Enhancing human–machine systems with secondary input from passive brain–computer interfaces. In: Proceedings of the 4th International Brain–Computer Interface Workshop & Training Course, pp. 144–149. Verlag der Technischen Universität Graz, Graz, Austria (2008)
Müller-Putz, G.R., Riedl, R., Wriessnegger, S.C.: Electroencephalography (EEG) as a research tool in the information systems discipline: foundations, measurement, and applications. CAIS 37, 46 (2015)
Zander, T.O., Krol, L.R., Birbaumer, N.P., Gramann, K.: Neuroadaptive technology enables implicit cursor control based on medial prefrontal cortex activity. Proc. Natl. Acad. Sci. 113(52), 14898–14903 (2016)
Lopes-Dias, C., Sburlea, A.I., Müller-Putz, G.R.: Online asynchronous decoding of error related potentials during the continuous control of a robot. Sci. Rep. 9(1), 1–9 (2019)
Bos, D.P.O., Reuderink, B., van de Laar, B., Gürkök, H., Mühl, C., Poel, M., Nijholt, A., Heylen, D.: Brain-computer interfacing and games. In: Tan, D., Nijholt, A. (eds.) Brain-Computer Interfaces, pp. 149–178. Springer, London (2010)
Ditz, J.C., Müller-Putz, G.R.: Perturbation-evoked potentials: future usage in human-machine interaction. In: Davis F., Riedl R., vom Brocke J., Léger PM., Randolph A., Fischer T. (eds.) Information Systems and Neuroscience. Springer, Cham, pp. 271–277 (2019)
Ditz, J.C., Schwarz, A., Müller-Putz, G.R.: Perturbation-evoked potential can be classified from single-trial EEG. J. Neural Eng. (2020, accepted)
Dietz, V., Quintern, J., Berger, W.: Cerebral evoked potentials associated with the compensatory reactions following stance and gait perturbation. Neurosci. Lett. 50(1–3), 181–186 (1984)
Duckrow, R.B., Abu-Hasaballah, K., Whipple, R., Wolfson, L.: Stance perturbation-evoked potentials in old people with poor gait and balance. Clin. Neurophysiol. 110(12), 2026–2032 (1999)
Adkin, A.L., Quant, S., Maki, B.E., McIlroy, W.E.: Cortical responses associated with predictable and unpredictable compensatory balance reactions. Exp. Brain Res. 172(1), 85 (2006)
Mochizuki, G., Sibley, K.M., Cheung, H.J., Camilleri, J.M., McIlroy, W.E.: Generalizability of perturbation-evoked cortical potentials: independence from sensory, motor and overall postural state. Neurosci. Lett. 451(1), 40–44 (2009)
Varghese, J.P., McIlroy, R.E., Barnett-Cowan, M.: Perturbation-evoked potentials: significance and application in balance control research. Neurosci. Biobehav. Rev. 83, 267–280 (2017)
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Müller-Putz, G.R., Stockreiter, M., Ditz, J.C., Mondini, V. (2020). On the Modulation of Perturbation-Evoked Potentials After Motor Reaction in a Human-Machine Interaction Setup. In: Davis, F.D., Riedl, R., vom Brocke, J., Léger, PM., Randolph, A.B., Fischer, T. (eds) Information Systems and Neuroscience. NeuroIS 2020. Lecture Notes in Information Systems and Organisation, vol 43. Springer, Cham. https://doi.org/10.1007/978-3-030-60073-0_40
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