Prediction Error


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Description: In extended realities (VR/AR/MR) sampling body movements enables the design of natural interactions. In concert with neural markers, detecting where things start to feel off as well as building novel interactions is feasible. The core motivation of this research is to bring neuroscientific research findings to application, leveraging a variety of supplementary signals, such as body movements and other wearables, to design robust interactive experiences that feel natural.


When using any of these resources in any form of publication please cite and acknowledge the originating institution as: Department of Biopsychology and Neuroergonomics, Institute of Psychology and Ergonomics, TU Berlin, Germany. In the paper we detected conflicts in visuo-haptic integration by analyzing event-re...


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  • Experiment Code (Unity)

    Unity environment eliciting prediction error brain responses in an interactive reach-to-touch VR scenario.

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  • Data: Behavior & EEG

    BIDS formatted EEG/MoBI data hosted on openneuro

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  • Paper at ACM CHI'19

    Source material of CHI'19 paper: Detecting Visuo-Haptic Mismatches in Virtual Reality using the Prediction Error Negativity of Event-Related Brain Pot...

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