Mental imagery classification using one-dimensional convolutional neural network for target selection in single-channel BCI-controlled mobile robot
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
https://link.springer.com/content/pdf/10.1007/s00521-020-05393-6.pdf
Reference58 articles.
1. Pearson J, Naselaris T, Holmes EA, Kosslyn SM (2015) Mental imagery: functional mechanisms and clinical applications. Trends Cogn Sci 19:590–602. https://doi.org/10.1016/j.tics.2015.08.003
2. Curran EA, Stokes MJ (2003) Learning to control brain activity: a review of the production and control of EEG components for driving brain–computer interface (BCI) systems. Brain Cogn 51:326–336. https://doi.org/10.1016/S0278-2626(03)00036-8
3. Anderson CW (1997) Effects of variations in neural network topology and output averaging on the discrimination of mental tasks from spontaneous electroencephalogram. J Intell Syst 7:165–190. https://doi.org/10.1515/JISYS.1997.7.1-2.165
4. Millán JDR (2002) Brain–computer interfaces. In: The handbook of brain theory and neural networks, 2nd edn. MIT Press
5. Keirn ZA, Aunon JI (1990) A new mode of communication between man and his surroundings. IEEE Trans Biomed Eng 37:1209–1214. https://doi.org/10.1109/10.64464
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