Generalizable spelling using a speech neuroprosthesis in an individual with severe limb and vocal paralysis

SL Metzger, JR Liu, DA Moses, ME Dougherty… - Nature …, 2022 - nature.com
Neuroprostheses have the potential to restore communication to people who cannot speak
or type due to paralysis. However, it is unclear if silent attempts to speak can be used to …

[HTML][HTML] Music can be reconstructed from human auditory cortex activity using nonlinear decoding models

L Bellier, A Llorens, D Marciano, A Gunduz… - PLoS …, 2023 - journals.plos.org
Music is core to human experience, yet the precise neural dynamics underlying music
perception remain unknown. We analyzed a unique intracranial electroencephalography …

Language follows a distinct mode of extra-genomic evolution

B Bickel, AL Giraud, K Zuberbühler, CP Van Schaik - Physics of life reviews, 2024 - Elsevier
As one of the most specific, yet most diverse of human behaviors, language is shaped by
both genomic and extra-genomic evolution. Sharing methods and models between these …

Deep brain–machine interfaces: sensing and modulating the human deep brain

Y Sui, H Yu, C Zhang, Y Chen, C Jiang… - National Science …, 2022 - academic.oup.com
Different from conventional brain–machine interfaces that focus more on decoding the
cerebral cortex, deep brain–machine interfaces enable interactions between external …

Ultrathin crystalline-silicon-based strain gauges with deep learning algorithms for silent speech interfaces

T Kim, Y Shin, K Kang, K Kim, G Kim, Y Byeon… - Nature …, 2022 - nature.com
A wearable silent speech interface (SSI) is a promising platform that enables verbal
communication without vocalization. The most widely studied methodology for SSI focuses …

Theta‐gamma phase‐amplitude coupling in auditory cortex is modulated by language proficiency

M Lizarazu, M Carreiras, N Molinaro - Human brain mapping, 2023 - Wiley Online Library
The coordination between the theta phase (3–7 Hz) and gamma power (25–35 Hz)
oscillations (namely theta‐gamma phase‐amplitude coupling, PAC) in the auditory cortex …

Stable decoding from a speech BCI enables control for an individual with ALS without recalibration for 3 months

S Luo, M Angrick, C Coogan, DN Candrea… - Advanced …, 2023 - Wiley Online Library
Brain‐computer interfaces (BCIs) can be used to control assistive devices by patients with
neurological disorders like amyotrophic lateral sclerosis (ALS) that limit speech and …

[HTML][HTML] Decoding semantic relatedness and prediction from EEG: A classification method comparison

T Trammel, N Khodayari, SJ Luck, MJ Traxler… - NeuroImage, 2023 - Elsevier
Abstract Machine-learning (ML) decoding methods have become a valuable tool for
analyzing information represented in electroencephalogram (EEG) data. However, a …

Rhythmic modulation of prediction errors: A top-down gating role for the beta-range in speech processing

S Hovsepyan, I Olasagasti… - PLOS Computational …, 2023 - journals.plos.org
Natural speech perception requires processing the ongoing acoustic input while keeping in
mind the preceding one and predicting the next. This complex computational problem could …

Dataset of speech production in intracranial electroencephalography

M Verwoert, MC Ottenhoff, S Goulis, AJ Colon… - Scientific data, 2022 - nature.com
Speech production is an intricate process involving a large number of muscles and cognitive
processes. The neural processes underlying speech production are not completely …