elib
DLR-Header
DLR-Logo -> http://www.dlr.de
DLR Portal Home | Imprint | Privacy Policy | Contact | Deutsch
Fontsize: [-] Text [+]

A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges

Mühl, Christian and Allison, Brendan and Nijholt, Anton and Chanel, Guillaume (2014) A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges. Brain-Computer Interfaces, 1 (2), pp. 66-84. DOI: 10.1080/2326263X.2014.912881 ISSN 2326-263X

Full text not available from this repository.

Abstract

Affective states, moods and emotions, are an integral part of human nature: they shape our thoughts, govern the behavior of the individual, and influence our interpersonal relationships. The last decades have seen a growing interest in the automatic detection of such states from voice, facial expression, and physiological signals, primarily with the goal of enhancing human-computer interaction with an affective component. With the advent of brain-computer interface research, the idea of affective brain-computer interfaces (aBCI), enabling affect detection from brain signals, arose. In this article, we set out to survey the field of neurophysiology-based affect detection. We outline possible applications of aBCI in a general taxonomy of brain-computer interface approaches and introduce the core concepts of affect and their neurophysiological fundamentals. We show that there is a growing body of literature that evidences the capabilities, but also the limitations and challenges of affect detection from neurophysiological activity.

Item URL in elib:https://elib.dlr.de/92868/
Document Type:Article
Title:A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Mühl, Christianchristian.muehl (at) dlr.deUNSPECIFIED
Allison, BrendanUNSPECIFIEDUNSPECIFIED
Nijholt, AntonUNSPECIFIEDUNSPECIFIED
Chanel, GuillaumeUNSPECIFIEDUNSPECIFIED
Date:2014
Journal or Publication Title:Brain-Computer Interfaces
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
Volume:1
DOI :10.1080/2326263X.2014.912881
Page Range:pp. 66-84
ISSN:2326-263X
Status:Published
Keywords:brain computer interfaces, affect, emotions, moods, EEG, fNIRS
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:air traffic management and operations
DLR - Research area:Aeronautics
DLR - Program:L AO - Air Traffic Management and Operation
DLR - Research theme (Project):L - Human factors and safety in Aeronautics
Location: Köln-Porz
Institutes and Institutions:Institute of Aerospace Medicine > Flight Physiology
Deposited By: Martin, Sophie
Deposited On:03 Dec 2014 11:34
Last Modified:06 Sep 2019 14:49

Repository Staff Only: item control page

Browse
Search
Help & Contact
Information
electronic library is running on EPrints 3.3.12
Copyright © 2008-2017 German Aerospace Center (DLR). All rights reserved.