Electroencephalography signal processing: A comprehensive review and analysis of methods and techniques
The electroencephalography (EEG) signal is a noninvasive and complex signal that has
numerous applications in biomedical fields, including sleep and the brain–computer …
numerous applications in biomedical fields, including sleep and the brain–computer …
[HTML][HTML] Cognitive neuroscience and robotics: Advancements and future research directions
In recent years, brain-based technologies that capitalise on human abilities to facilitate
human–system/robot interactions have been actively explored, especially in brain robotics …
human–system/robot interactions have been actively explored, especially in brain robotics …
A review of brain activity and EEG-based brain–computer interfaces for rehabilitation application
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 …
communication with the outside world. There is an urgent need for advanced neural …
A Systematic Review of Using Deep Learning Technology in the Steady‐State Visually Evoked Potential‐Based Brain‐Computer Interface Applications: Current …
The significance of deep learning techniques in relation to steady‐state visually evoked
potential‐(SSVEP‐) based brain‐computer interface (BCI) applications is assessed through …
potential‐(SSVEP‐) based brain‐computer interface (BCI) applications is assessed through …
[HTML][HTML] From brain to movement: Wearables-based motion intention prediction across the human nervous system
Fueled by the recent proliferation of energy-efficient and energy-autonomous or self-
powered nanotechnology-based wearable smart systems, human motion intention …
powered nanotechnology-based wearable smart systems, human motion intention …
Brain–computer interface: trend, challenges, and threats
Abstract Brain–computer interface (BCI), an emerging technology that facilitates
communication between brain and computer, has attracted a great deal of research in recent …
communication between brain and computer, has attracted a great deal of research in recent …
A human-centric metaverse enabled by brain-computer interface: A survey
The growing interest in the Metaverse has generated momentum for members of academia
and industry to innovate toward realizing the Metaverse world. The Metaverse is a unique …
and industry to innovate toward realizing the Metaverse world. The Metaverse is a unique …
An analysis of deep learning models in SSVEP-based BCI: a survey
D Xu, F Tang, Y Li, Q Zhang, X Feng - Brain Sciences, 2023 - mdpi.com
The brain–computer interface (BCI), which provides a new way for humans to directly
communicate with robots without the involvement of the peripheral nervous system, has …
communicate with robots without the involvement of the peripheral nervous system, has …
Machine learning in biosignals processing for mental health: A narrative review
Machine Learning (ML) offers unique and powerful tools for mental health practitioners to
improve evidence-based psychological interventions and diagnoses. Indeed, by detecting …
improve evidence-based psychological interventions and diagnoses. Indeed, by detecting …
A critical survey of eeg-based bci systems for applications in industrial internet of things
R Ajmeria, M Mondal, R Banerjee… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT) and its applications have seen a paradigm shift since the
advent of artificial intelligence and machine learning. However, these methods are mostly …
advent of artificial intelligence and machine learning. However, these methods are mostly …