Effects of Continuous Kinaesthetic Feedback Based on Tendon Vibration on Motor Imagery BCI Performance
| العنوان: | Effects of Continuous Kinaesthetic Feedback Based on Tendon Vibration on Motor Imagery BCI Performance |
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| المؤلفون: | Massimo Bergamasco, Nicola Vanello, Michele Barsotti, Daniele Leonardis, Antonio Frisoli |
| المصدر: | IEEE Transactions on Neural Systems and Rehabilitation Engineering. 26:105-114 |
| بيانات النشر: | Institute of Electrical and Electronics Engineers (IEEE), 2018. |
| سنة النشر: | 2018 |
| مصطلحات موضوعية: | Male, Engineering, Electroencephalography, Tendons, tendon vibration, 0302 clinical medicine, Feedback, Sensory, Computer vision, Evoked Potentials, media_common, Brain computer interfaces, medicine.diagnostic_test, General Neuroscience, 05 social sciences, Rehabilitation, Computer Science Applications1707 Computer Vision and Pattern Recognition, Tendon vibration, Healthy Volunteers, kinaesthetic feedback, motor imagery, Neuroscience (all), Biomedical Engineering, Brain-Computer Interfaces, Data Interpretation, Statistical, Arm, Imagination, Female, Algorithms, Adult, medicine.medical_specialty, media_common.quotation_subject, Illusion, Sensory system, Vibration, 050105 experimental psychology, Feedback, Young Adult, 03 medical and health sciences, Motor imagery, Physical medicine and rehabilitation, Internal Medicine, medicine, Humans, 0501 psychology and cognitive sciences, Kinesthesis, Brain–computer interface, business.industry, Usability, Visualization, Artificial intelligence, business, Psychomotor Performance, 030217 neurology & neurosurgery |
| الوصف: | Background and objectives: Feedback plays a crucial role for using brain computer interface systems. This paper proposes the use of vibration-evoked kinaesthetic illusions as part of a novel multisensory feedback for a motor imagery (MI)-based BCI and investigates its contributions in terms of BCI performance and electroencephalographic (EEG) correlates. Methods: sixteen subjects performed two different right arm MI-BCI sessions: with the visual feedback only and with both visual and vibration-evoked kinaesthetic feedback, conveyed by the stimulation of the biceps brachi tendon. In both conditions, the sensory feedback was driven by the MI-BCI. The rich and more natural multisensory feedback was expected to facilitate the execution of MI, and thus to improve the performance of the BCI. The EEG correlates of the proposed feedback were also investigated with and without the performing of MI. Results and Conclusions: the contribution of vibration-evoked kinaesthetic feedback led to statistically higher BCI performance (Anova, F(1,14) = 18.1, p < .01) and more stable EEG event-related-desynchronization. Obtained results suggest promising application of the proposed method in neuro-rehabilitation scenarios: the advantage of an improved usability could make the MI-BCIs more applicable for those patients having difficulties in performing kinaesthetic imagery. |
| تدمد: | 1558-0210 1534-4320 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::40c28a97b4c26ad17dec242f139b5465Test https://doi.org/10.1109/tnsre.2017.2739244Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....40c28a97b4c26ad17dec242f139b5465 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 15580210 15344320 |
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