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DECAF: MEG-based Multimodal Database for Decoding Affective Physiological Responses
Published on Jul 02, 20151568 Views
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Chapter list
DECAF: MEG-based Multimodal Database for Decoding Affective Physiological Responses00:00
Modalities in the State of the Art00:38
Existing datasets01:17
Motivation01:45
EEG for emotion recognition03:32
MEG vs EEG04:50
DECAF MEG includes05:18
Stimuli05:56
Experiment setup06:41
Modalities07:33
Experiment setup – Protocol07:49
Distribution of self-assessment ratings08:44
Psycho-Physiological signal analysis09:15
MEG Correlates with emotions09:28
Classification Results using Linear SVM10:13
Continuous Emotion Estimation using Multi-task learning11:19
Conclusion12:35
Thank you!14:48