Engineering and Technology

Review of Performance Improvement of a Noninvasive Brain-computer Interface in Communication and Motor Control for Clinical Applications

Y. Saito, K. Kamagata, et al.

Discover groundbreaking insights into noninvasive brain-computer interfaces (BCIs) for communication and motor control in clinical applications. This research, conducted by Yuya Saito, Koji Kamagata, Toshiaki Akashi, Akihiko Wada, Keigo Shimoji, Masaaki Hori, Masaru Kuwabara, Ryota Kanai, and Shigeki Aoki, delves into trends, challenges, and innovative data augmentation techniques using deep learning to enhance BCI versatility.

00:00

~3 min • Beginner • English

Index

Abstract

Herein, we focus on BCI studies published between 2011 and 2021 to investigate the most recent trends in BCI research in the area of communication and control for clinical applications, such as the extraction of action intentions and translation into electrical commands and the monitoring of human physiology in patients with motor disabilities. Further, this study discusses the challenges and limitations of BCI systems along with solutions to these issues. This study also suggests future research for introducing BCI systems to medical fields.

Publisher

Journal of Medical and Biological Engineering

Published On

Jan 01, 2024

Authors

Yuya Saito, Koji Kamagata, Toshiaki Akashi, Akihiko Wada, Keigo Shimoji, Masaaki Hori, Masaru Kuwabara, Ryota Kanai, Shigeki Aoki

Related Publications

Explore these studies to deepen your understanding of the subject.

Medicine and Health

Nutritional and Exercise-Focused Lifestyle Interventions and Glycemic Control in Women with Diabetes in Pregnancy: A Systematic Review and Meta-Analysis of Randomized Clinical Trials

C. F. Dingena, D. Arofikina, et al.

Psychology

Probiotics as a Tool for Regulating Molecular Mechanisms in Depression: A Systematic Review and Meta-Analysis of Randomized Clinical Trials

A. Pinhasov, M. Sikorska, et al.

Biology

Neuroimaging the effects of smartphone (over-)use on brain function and structure-a review on the current state of MRI-based findings and a roadmap for future research

C. Montag and B. Becker

Medicine and Health

Efficacy and tolerability of repetitive transcranial magnetic stimulation for the treatment of obsessive-compulsive disorder in adults: a systematic review and network meta-analysis

K. Liang, H. Li, et al.

Listen, Learn & Level Up

Over 10,000 hours of research content in 25+ fields, available in 12+ languages.

No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.

listen to research audio papers with researchbunny