Interface, interaction, and intelligence in generalized brain–computer interfaces

X Gao, Y Wang, X Chen, S Gao - Trends in cognitive sciences, 2021 - cell.com
A brain–computer interface (BCI) establishes a direct communication channel between a
brain and an external device. With recent advances in neurotechnology and artificial …

EEG-based brain-computer interfaces (BCIs): A survey of recent studies on signal sensing technologies and computational intelligence approaches and their …

X Gu, Z Cao, A Jolfaei, P Xu, D Wu… - … /ACM transactions on …, 2021 - ieeexplore.ieee.org
Brain-Computer interfaces (BCIs) enhance the capability of human brain activities to interact
with the environment. Recent advancements in technology and machine learning algorithms …

Transfer learning for EEG-based brain–computer interfaces: A review of progress made since 2016

D Wu, Y Xu, BL Lu - IEEE Transactions on Cognitive and …, 2020 - ieeexplore.ieee.org
A brain–computer interface (BCI) enables a user to communicate with a computer directly
using brain signals. The most common noninvasive BCI modality, electroencephalogram …

The PREP pipeline: standardized preprocessing for large-scale EEG analysis

N Bigdely-Shamlo, T Mullen, C Kothe, KM Su… - Frontiers in …, 2015 - frontiersin.org
The technology to collect brain imaging and physiological measures has become portable
and ubiquitous, opening the possibility of large-scale analysis of real-world human imaging …

[HTML][HTML] Progress in brain computer interface: Challenges and opportunities

S Saha, KA Mamun, K Ahmed, R Mostafa… - Frontiers in systems …, 2021 - frontiersin.org
Brain computer interfaces (BCI) provide a direct communication link between the brain and a
computer or other external devices. They offer an extended degree of freedom either by …

Real-time neuroimaging and cognitive monitoring using wearable dry EEG

TR Mullen, CAE Kothe, YM Chi, A Ojeda… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Goal: We present and evaluate a wearable high-density dry-electrode EEG system and an
open-source software framework for online neuroimaging and state classification. Methods …

The temple university hospital EEG data corpus

I Obeid, J Picone - Frontiers in neuroscience, 2016 - frontiersin.org
The electroencephalogram (EEG) is an excellent tool for probing neural function, both in
clinical and research environments, due to its low cost, non-invasive nature, and …

[HTML][HTML] Mobile EEG in research on neurodevelopmental disorders: Opportunities and challenges

A Lau-Zhu, MPH Lau, G McLoughlin - Developmental cognitive …, 2019 - Elsevier
Mobile electroencephalography (mobile EEG) represents a next-generation neuroscientific
technology–to study real-time brain activity–that is relatively inexpensive, non-invasive and …

Multi-channel EEG recordings during a sustained-attention driving task

Z Cao, CH Chuang, JK King, CT Lin - Scientific data, 2019 - nature.com
We describe driver behaviour and brain dynamics acquired from a 90-minute sustained-
attention task in an immersive driving simulator. The data included 62 sessions of 32 …

Wireless and wearable EEG system for evaluating driver vigilance

CT Lin, CH Chuang, CS Huang, SF Tsai… - … circuits and systems, 2014 - ieeexplore.ieee.org
Brain activity associated with attention sustained on the task of safe driving has received
considerable attention recently in many neurophysiological studies. Those investigations …