A comprehensive review of EEG-based brain–computer interface paradigms

R Abiri, S Borhani, EW Sellers, Y Jiang… - Journal of neural …, 2019 - iopscience.iop.org
Advances in brain science and computer technology in the past decade have led to exciting
developments in brain–computer interface (BCI), thereby making BCI a top research area in …

[HTML][HTML] A review of brain activity and EEG-based brain–computer interfaces for rehabilitation application

M Orban, M Elsamanty, K Guo, S Zhang, H Yang - Bioengineering, 2022 - mdpi.com
Patients with severe CNS injuries struggle primarily with their sensorimotor function and
communication with the outside world. There is an urgent need for advanced neural …

Biomarkers for closed-loop deep brain stimulation in Parkinson disease and beyond

W Bouthour, P Mégevand, J Donoghue… - Nature Reviews …, 2019 - nature.com
Subthalamic deep brain stimulation (DBS) for Parkinson disease (PD) currently requires
laborious open-loop programming, which can mitigate the benefits of this treatment …

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

M Angrick, C Herff, E Mugler, MC Tate… - Journal of neural …, 2019 - iopscience.iop.org
Objective. Direct synthesis of speech from neural signals could provide a fast and natural
way of communication to people with neurological diseases. Invasively-measured brain …

The science and engineering behind sensitized brain-controlled bionic hands

C Pandarinath, SJ Bensmaia - Physiological Reviews, 2022 - journals.physiology.org
Advances in our understanding of brain function, along with the development of neural
interfaces that allow for the monitoring and activation of neurons, have paved the way for …

Intracortical recording stability in human brain–computer interface users

JE Downey, N Schwed, SM Chase… - Journal of neural …, 2018 - iopscience.iop.org
Objective. Intracortical brain–computer interfaces (BCIs) are being developed to assist
people with motor disabilities in communicating and interacting with the world around them …

The combination of brain-computer interfaces and artificial intelligence: applications and challenges

X Zhang, Z Ma, H Zheng, T Li, K Chen… - Annals of …, 2020 - pmc.ncbi.nlm.nih.gov
Brain-computer interfaces (BCIs) have shown great prospects as real-time bidirectional links
between living brains and actuators. Artificial intelligence (AI), which can advance the …

Brain–computer interfaces in neurorecovery and neurorehabilitation

MJ Young, DJ Lin, LR Hochberg - Seminars in neurology, 2021 - thieme-connect.com
Recent advances in brain–computer interface technology to restore and rehabilitate
neurologic function aim to enable persons with disabling neurologic conditions to …

Robust and accurate decoding of hand kinematics from entire spiking activity using deep learning

N Ahmadi, TG Constandinou… - Journal of Neural …, 2021 - iopscience.iop.org
Objective. Brain–machine interfaces (BMIs) seek to restore lost motor functions in individuals
with neurological disorders by enabling them to control external devices directly with their …

Direct-sense brain–computer interfaces and wearable computers

CT Lin, TTN Do - IEEE Transactions on Systems, Man, and …, 2020 - ieeexplore.ieee.org
Brain-computer interfaces (BCIs) allow users to communicate directly with external devices
via their brain signals. Recently, BCIs, and wearable computers in particular, have been …