A Comparison of Classifiers in a Task Consisting of Classifying Single Visual Event-Related Cortical Potentials in Humans

Author:

Agapov S. N.,Bulanov V. A.,Zakharov A. V.,Sergeeva M. S.

Publisher

Springer Science and Business Media LLC

Subject

General Neuroscience

Reference19 articles.

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2. Ganin, I. P. and Kaplan, A. Ya., “A brain–computer interface based on the P300 wave: presentation of complex ‘light + movement’ stimuli,” Zh. Vyssh. Nerv. Deyat. im. I. P. Pavlova., 64, No. 1, 32–40 (2014).

3. Oganesyan, V. V., Agapov, S. N., and Bulanov, V. A., “Comparison results of the operation of brain–computer interface classifiers in a motor imagery recognition task,” Zh. Vyssh. Nerv. Deyat. im. I. P. Pavlova, 67, No. 4, 554–560 (2017).

4. Stankevich, V. F., Pantyukhin, E. I., and Spitsyn, V. G., “A brain–computer interface based on the P300 compartment: differences in classification approaches,” Fundament. Issled., 5, No. 3, 507–514 (2016).

5. Blankertz, B., Lemm, S., Treder, M., Haufe, S., and Müller, K. R., “Singletrial analysis and classifi cation of ERP components – a tutorial,” Neuroimage, 56, No. 2, 814–825 (2011).

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