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 …

Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review

G Papanastasiou, A Drigas, C Skianis, M Lytras - Heliyon, 2020 - cell.com
The aim of this article is to explore a paradigm shift on Brain Computer Interface (BCI)
research, as well as on intervention best practices for training and rehabilitation of students …

Progress and prospects of the human–robot collaboration

A Ajoudani, AM Zanchettin, S Ivaldi, A Albu-Schäffer… - Autonomous …, 2018 - Springer
Recent technological advances in hardware design of the robotic platforms enabled the
implementation of various control modalities for improved interactions with humans and …

[HTML][HTML] Cognitive neuroscience and robotics: Advancements and future research directions

S Liu, L Wang, RX Gao - Robotics and Computer-Integrated Manufacturing, 2024 - Elsevier
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 …

Brain-machine interfaces: from basic science to neuroprostheses and neurorehabilitation

MA Lebedev, MAL Nicolelis - Physiological reviews, 2017 - journals.physiology.org
Brain-machine interfaces (BMIs) combine methods, approaches, and concepts derived from
neurophysiology, computer science, and engineering in an effort to establish real-time …

A review of critical challenges in MI-BCI: From conventional to deep learning methods

Z Khademi, F Ebrahimi, HM Kordy - Journal of Neuroscience Methods, 2023 - Elsevier
Brain-computer interfaces (BCIs) have achieved significant success in controlling external
devices through the Electroencephalogram (EEG) signal processing. BCI-based Motor …

[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 …

Trends in EEG-BCI for daily-life: Requirements for artifact removal

J Minguillon, MA Lopez-Gordo, F Pelayo - Biomedical Signal Processing …, 2017 - Elsevier
Since the discovery of the EEG principles by Berger in the 20's, procedures for artifact
removal have been essential in its pre-processing. In literature, diverse approaches based …

EEG-based BCI control schemes for lower-limb assistive-robots

M Tariq, PM Trivailo, M Simic - Frontiers in human neuroscience, 2018 - frontiersin.org
Over recent years, brain-computer interface (BCI) has emerged as an alternative
communication system between the human brain and an output device. Deciphered intents …

A novel deep learning approach with data augmentation to classify motor imagery signals

Z Zhang, F Duan, J Sole-Casals… - IEEE …, 2019 - ieeexplore.ieee.org
Brain-computer interface provides a new communication bridge between the human mind
and devices, depending largely on the accurate classification and identification of non …