Mental States, EEG Manifestations, and Mentally Emulated Digital Circuits for Brain-Robot Interaction

被引:18
作者
Bozinovski, Stevo [1 ,2 ]
Bozinovski, Adrijan [3 ]
机构
[1] South Carolina State Univ, Dept Math & Comp Sci, Orangeburg, SC 29117 USA
[2] Sts Cyril & Methodius Univ, Fac Comp Sci & Engn, Skopje 1000, Macedonia
[3] Univ Amer Coll Skopje, Sch Comp Sci & Informat Technol, Skopje 1000, Macedonia
关键词
Brain-robot interaction (BRI); electroencephalogram (EEG) manifestations of mental states and actions; mental action EEG switch; mental state CNV flip-flop; mentally emulated EEG demultiplexer;
D O I
10.1109/TAMD.2014.2387271
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper focuses on electroencephalogram (EEG) manifestations of mental states and actions, emulation of control and communication structures using EEG manifestations, and their application in brain-robot interactions. The paper introduces a mentally emulated demultiplexer, a device which uses mental actions to demultiplex a single EEG channel into multiple digital commands. The presented device is applicable in controlling several objects through a single EEG channel. The experimental proof of the concept is given by an obstacle-containing trajectory which should be negotiated by a robotic arm with two degrees of freedom, controlled by mental states of a human brain using a single EEG channel. The work is presented in the framework of Human-Robot interaction (HRI), specifically in the framework of brain-robot interaction (BRI). This work is a continuation of a previous work on developing mentally emulated digital devices, such as a mental action switch, and a mental states flip-flop.
引用
收藏
页码:39 / 51
页数:13
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