Nature Communications · 2023 · 121 citations · 52 references
EngineeringBioengineeringBiomedical EngineeringElectrophysiologyHearing ScienceNeural EngineeringAuditory Evoked PotentialsBrain-computer InterfacesElectroencephalographyEvoked PotentialsNeural InterfacesVisual Evoked PotentialsAuditory Prosthetic InterfacesElectrothermal ActuationNoninvasive Brain-computer Interfaces
Abstract Brain-computer interfaces (BCIs) have attracted considerable attention in motor and language rehabilitation. Most devices use cap-based non-invasive, headband-based commercial products or microneedle-based invasive approaches, which are constrained for inconvenience, limited applications, inflammation risks and even irreversible damage to soft tissues. Here, we propose in-ear visual and auditory BCIs based on in-ear bioelectronics, named as SpiralE, which can adaptively expand and spiral along the auditory meatus under electrothermal actuation to ensure conformal contact. Participants achieve offline accuracies of 95% in 9-target steady state visual evoked potential (SSVEP) BCI classification and type target phrases successfully in a calibration-free 40-target online SSVEP speller experiment. Interestingly, in-ear SSVEPs exhibit significant 2 nd harmonic tendencies, indicating that in-ear sensing may be complementary for studying harmonic spatial distributions in SSVEP studies. Moreover, natural speech auditory classification accuracy can reach 84% in cocktail party experiments. The SpiralE provides innovative concepts for designing 3D flexible bioelectronics and assists the development of biomedical engineering and neural monitoring.
52
Restoring cortical control of functional movement in a human with quadriplegia
Chad Bouton, Ammar Shaikhouni, Nicholas V. Annetta et al. · Nature · 2016 · 955 citations
High-performance brain-to-text communication via handwriting
Francis R. Willett, Donald T. Avansino, Leigh R. Hochberg et al. · Nature · 2021 · 944 citations · Full text