Title
Multi-modal affect induction for affective brain-computer interfaces
Abstract
Reliable applications of affective brain-computer interfaces (aBCI) in realistic, multi-modal environments require a detailed understanding of the processes involved in emotions. To explore the modalityspecific nature of affective responses, we studied neurophysiological responses (i.e., EEG) of 24 participants during visual, auditory, and audiovisual affect stimulation. The affect induction protocols were validated by participants' subjective ratings and physiological responses (i.e., ECG). Coherent with literature, we found modality-specific responses in the EEG: posterior alpha power decreases during visual stimulation and increases during auditory stimulation, anterior alpha power tends to decrease during auditory stimulation and to increase during visual stimulation. We discuss the implications of these results for multimodal aBCI.
Year
Venue
Keywords
2011
ACII (1)
affective response,visual stimulation,multimodal abci,posterior alpha power decrease,modality-specific response,detailed understanding,auditory stimulation,affective brain-computer interface,affect induction protocol,anterior alpha power,brain computer interface
DocType
Citations 
PageRank 
Conference
5
0.51
References 
Authors
4
10
Name
Order
Citations
PageRank
Christian Mühl11108.44
Egon L. van den Broek221031.00
Anne-Marie Brouwer3287.20
Femke Nijboer4324.88
wouwe van nelleke550.51
Dirk Heylen686789.11
Sidney K. D'mello71405113.77
Arthur C. Graesser81731200.42
Björn Schuller96749463.50
Jean-Claude Martin1080778.44