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Gel-Free Wearable Electroencephalography (EEG) with Soft Graphene Textiles

Ata Golparvar, Özberk Öztürk, Murat Kaya Yapici

20212021 IEEE Sensors26 citationsDOIOpen Access PDF

Abstract

Attaching rigid wearables to ones skin may be socially challenging to be accustomed since their wearers may feel vulnerable with compromising their privacy, especially if the device is for tracking neurological or medical conditions. The development of flexible, long-term wearable, conductive nanomaterials with high fidelity can enable continuous and socially discrete ambulatory electroencephalography (EEG) since the sensing materials are the garment fibers themselves (i.e., 3 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">rd</sup> generation intelligent clothing), not a rigid device. Here we introduce graphene-based electronic textiles (e-textile) sensors in series of proof of principle experiments to record brain waves, including alpha rhythms activity, merely from the forehead and achieved an impressive correlation of ~ 91% in benchmarking with commercial dry electrodes.

Topics & Concepts

Wearable computerElectroencephalographyComputer scienceTextileWearable technologyGrapheneBenchmarkingClothingHuman–computer interactionArtificial intelligenceNanotechnologyMaterials sciencePsychologyEmbedded systemNeuroscienceMarketingBusinessHistoryArchaeologyComposite materialAdvanced Sensor and Energy Harvesting MaterialsEEG and Brain-Computer InterfacesAdvanced Memory and Neural Computing
Gel-Free Wearable Electroencephalography (EEG) with Soft Graphene Textiles | Litcius