NDLI: Controlling a Tactile ERP–BCI in a Dual Task

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IEEE Transactions on Computational Intelligence and AI in Games publication information

Guest Editorial: Brain/neuronal - Computer game interfaces and interaction

Games, Gameplay, and BCI: The State of the Art

Steady-State Visual Evoked Potential-Based Computer Gaming on a Consumer-Grade EEG Device

Toward Contextual SSVEP-Based BCI Controller: Smart Activation of Stimuli and Control Weighting

Thinking Penguin: Multimodal Brain–Computer Interface Control of a VR Game

Controlling a Tactile ERP–BCI in a Dual Task

Adapting the P300-Based Brain–Computer Interface for Gaming: A Review

Evaluation and Comparison of a Multimodal Combination of BCI Paradigms and Eye Tracking With Affordable Consumer-Grade Hardware in a Gaming Context

On the Use of Games for Noninvasive EEG-Based Functional Brain Mapping

Electroencephalogram and Physiological Signal Analysis for Assessing Flow in Games

Experiencing BCI Control in a Popular Computer Game

Two Brains, One Game: Design and Evaluation of a Multiuser BCI Video Game Based on Motor Imagery

Call for Papers: General Game Systems

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IEEE Transactions on Computational Intelligence and AI in Games information for authors

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Controlling a Tactile ERP–BCI in a Dual Task

Content Provider	IEEE Xplore Digital Library
Author	Thurlings, M.E. Van Erp, J.B.F. Brouwer, A.-M. Werkhoven, P.
Copyright Year	2009
Abstract	When using brain-computer interfaces (BCIs) to control a game, the BCI may have to compete with gaming tasks for the same perceptual and cognitive resources. We investigated: 1) if and to what extent event-related potentials (ERPs) and ERP-BCI performance are affected in a dual-task situation; and 2) if these effects are an area function of the level of difficulty of a concurrent task. Ten participants performed an ERP-BCI task that involved attending to a target location in sequences of tactile stimuli. The ERP-BCI task was performed either in isolation or secondary to a visual n-back task with two levels of difficulty. We observed: 1) a decreased P300 and BCI bit rate, and an increased level of subjective mental effort for both dual-task conditions compared to the BCI-only condition; the decreased classification accuracies were still well above chance, but arguably too low for effective BCI control; and 2) we did not find an effect of task difficulty on the P300, bit rates, and subjective mental effort. We discuss reallocation of attention caused by a concurrent task, but unaffected by task difficulty, and the role of task priority. Concluding, control of a tactile ERP-BCI in a dual-task situation is feasible, but performance is degraded.
Starting Page	129
Ending Page	140
Page Count	12
File Size	1749152
File Format	PDF
ISSN	1943068X
Volume Number	5
Issue Number	2
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-06-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Accuracy Visualization Bit rate Electrodes Training Games Navigation workload Brain–computer interface (BCI) dual task event-related potential (ERP) tactile
Content Type	Text
Resource Type	Article
Subject	Artificial Intelligence Control and Systems Engineering Electrical and Electronic Engineering Software

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Novel electrotactile brain-computer interface with somatosensory event-related potential based control

Adapting the P300-Based Brain–Computer Interface for Gaming: A Review

Effect of Distracting Background Speech in an Auditory Brain–Computer Interface

A Two-Level Predictive Event-Related Potential-Based Brain–Computer Interface

Optimization of Single-Trial Detection of Event-Related Potentials Through Artificial Trials

Thinking Penguin: Multimodal Brain–Computer Interface Control of a VR Game

Games, Gameplay, and BCI: The State of the Art

The Differences Between Motor Attempt and Motor Imagery in Brain-Computer Interface Accuracy and Event-Related Desynchronization of Patients With Hemiplegia

Single Versus Multiple Events Error Potential Detection in a BCI-Controlled Car Game With Continuous and Discrete Feedback

Controlling a Tactile ERP–BCI in a Dual Task

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Novel electrotactile brain-computer interface with somatosensory event-related potential based control

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Controlling a Tactile ERP–BCI in a Dual Task