Preliminary Comparative Experiments of Support Vector Machine and Neural Network for EEG-based BCI Mobile Robot Control

Preliminary Comparative Experiments of Support Vector Machine and Neural Network for EEG-based BCI Mobile Robot Control

Here we present experimental results of Electroencephalogram (EEG)-based Brain Computer Interface (BCI) for mobile robot control by means of Support Vector Machine (SVM) and Neural Network (NN). The authors had trained NNs using EEGs collected from subjects and verified the performance as BCI; howev...

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Bibliographic Details
Main Authors: Yasushi Bandou, Takuya Hayakawa, Jun Kobayashi
Format: Article
Language:English
Published: Atlantis Press 2019-04-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
Brain computer interface
electroencephalography
support vector machine
neural network
mobile robot control
Online Access:https://www.atlantis-press.com/article/125905740/view

Internet

https://www.atlantis-press.com/article/125905740/view

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