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Towards an Ecologically Valid Symbiosis of BCI and Head-mounted VR Displays

Roman Rosipal, Štefan Korečko, Zuzana Rošťáková, Natália Porubcová, Martin Vankó, Branislav Sobota

202210 citationsDOI

Abstract

We present and discuss a user-friendly wearable brain-computer interface (BCI) system with a head-mounted virtual reality display (HMD) for motor rehabilitation of post-stroke patients. The described design represents the first building block toward developing a low-power wearable and ecologically valid BCI-HMD system for collaborative neurorehabilitation of motor and cognitive impairments. We discuss the system's main hardware and software components and applied methods leading to extracting and classifying the task-relevant electroencephalo-graphic (EEG) brain waves used to control the HMD virtual reality environment. Pilot results using the system are also described.

Topics & Concepts

Brain–computer interfaceVirtual realityComputer scienceWearable computerNeurorehabilitationHuman–computer interactionInterface (matter)Motor imageryVirtual machineOptical head-mounted displayElectroencephalographyRehabilitationArtificial intelligenceEmbedded systemPsychologyMaximum bubble pressure methodParallel computingNeuroscienceOperating systemPsychiatryBubbleEEG and Brain-Computer InterfacesNeuroscience and Neural EngineeringFunctional Brain Connectivity Studies
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