[HTML][HTML] Brain-computer interface: Advancement and challenges

MF Mridha, SC Das, MM Kabir, AA Lima, MR Islam… - Sensors, 2021 - mdpi.com
Brain-Computer Interface (BCI) is an advanced and multidisciplinary active research domain
based on neuroscience, signal processing, biomedical sensors, hardware, etc. Since the …

A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update

F Lotte, L Bougrain, A Cichocki, M Clerc… - Journal of neural …, 2018 - iopscience.iop.org
Objective. Most current electroencephalography (EEG)-based brain–computer interfaces
(BCIs) are based on machine learning algorithms. There is a large diversity of classifier …

[HTML][HTML] EEG-based BCI emotion recognition: A survey

EP Torres, EA Torres, M Hernández-Álvarez, SG Yoo - Sensors, 2020 - mdpi.com
Affecting computing is an artificial intelligence area of study that recognizes, interprets,
processes, and simulates human affects. The user's emotional states can be sensed through …

Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review

M Congedo, A Barachant, R Bhatia - Brain-Computer Interfaces, 2017 - Taylor & Francis
Despite its short history, the use of Riemannian geometry in brain-computer interface (BCI)
decoding is currently attracting increasing attention, due to accumulating documentation of …

[HTML][HTML] Brain computer interfacing: Applications and challenges

SN Abdulkader, A Atia, MSM Mostafa - Egyptian Informatics Journal, 2015 - Elsevier
Brain computer interface technology represents a highly growing field of research with
application systems. Its contributions in medical fields range from prevention to neuronal …

A topology of shared control systems—finding common ground in diversity

DA Abbink, T Carlson, M Mulder… - … on Human-Machine …, 2018 - ieeexplore.ieee.org
Shared control is an increasingly popular approach to facilitate control and communication
between humans and intelligent machines. However, there is little consensus in guidelines …

Bio-inspiring learning style chatbot inventory using brain computing interface to increase the efficiency of E-learning

R Rajkumar, V Ganapathy - IEEE Access, 2020 - ieeexplore.ieee.org
In recent times Electronic Learning (E-Learning) and Massive Open Online Courses
(MOOC) are more popular among the current generation of learners. Coursera, Edx …

Wearable, wireless EEG solutions in daily life applications: what are we missing?

V Mihajlović, B Grundlehner, R Vullers… - IEEE journal of …, 2014 - ieeexplore.ieee.org
Monitoring human brain activity has great potential in hel** us understand the functioning
of our brain, as well as in preventing mental disorders and cognitive decline and improve …

A survey on unmanned aerial vehicle remote control using brain–computer interface

A Nourmohammadi, M Jafari… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Numerous methods have been developed to gain reliable real-time remote control over
pilotless flying aircraft and to perform teleoperation. Recently, state-of-the-art brain-computer …