Special Issue on Affective Brain-Computer Interfaces
To news overviewA Special Issue on Affective Brain-Computer Interfaces (Ed. Anton Nijholt et al.) of the International Journal of Autonomous and Adaptive Communication Systems is planned for 2010. This Special Issue, is meant to explore the advantages and limitations of using neurophysiological signals as a modality for the automatic recognition of affective and cognitive states, as well as the possibilities to use this information about the user state in innovative and adaptive applications.
Background
Recent research efforts in brain-computer interfaces (BCI) show that brain activity can be used as an active/voluntary, or passive/involuntary control modality in man-machine interaction. While active BCI paradigms received a lot of attention in recent years, research on passive approaches to BCI is still lacking concerted activity.
However, it has been shown more than once that brain activations can carry information about the affective and cognitive state of a subject, and that the interaction between humans and machines can be aided by the recognition of those user states.
To achieve robust passive BCIs, efforts from applied and basic sciences have to be combined. On the one hand, applied fields such as affective computing aim at the development of applications that adapt to changes in the user states and thereby enrich the interaction, leading to a more natural and effective usability. On the other hand, basic research in neuroscience advances our understanding of the neural processes associated with emotions. Furthermore, similar advancements are being made for more cognitive mental states, for example attention, fatigue, and work load, which strongly interact with affective states.
We encourage submissions exploring one or more of the following topics:
- emotion elicitation and data collection for affective BCI
- detection of affective and cognitive states with BCI and other modalities
- adaptive interfaces and affective BCI, affective BCI applications
- embedding affective BCI in active and passive BCI approaches
(Revised) Time Schedule
- February 15 : Deadline for Abstracts
- February 18 : Invitation for Full Paper Submission
- March 20: Full Paper Deadline
Paper submissions
Potential authors should first submit a title and a one-page abstract. Please submit them in PDF format to anijholt@cs.utwente.nl. Final papers should be at most 20 pages long and in the format of the IJAACS Journal (see here).
keywords: Arousal, Attention, Emotion, Artificial intelligence, Cognitive psychology, Computer science, Ergonomics, Physiology, Psychology, Computational modeling, EEG/MEG
