Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Beyond past Ebola outbreaks: delayed detection, preparedness gaps, and the vaccine race during the 2026 Bundibugyo virus outbreak.

International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases·2026
Same author

Measles resurgence in Bangladesh, 2026: A warning of fragile immunization gains.

International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases·2026
Same author

Pediatric self-reported pain outcomes via texting following emergency department discharge: How does it compare to parent's perception?

Paediatrics & child health·2026
Same author

Rab24 protein levels show dynamic changes in mouse tissues and human cancers.

Cell and tissue research·2026
Same author

Voice-Activated Self-Monitoring Application (VoiS): User Acceptance and Satisfaction in the Field.

Proceedings : Annual International Computer Software and Applications Conference. COMPSAC·2025
Same author

Wheelchair-mounted robotic arms: a systematic review of technical design and activities of daily living outcomes.

Disability and rehabilitation. Assistive technology·2025

相关实验视频

Updated: Sep 17, 2025

Using Electroencephalography Measurements and High-quality Video Recording for Analyzing Visual Perception of Media Content
10:41

Using Electroencephalography Measurements and High-quality Video Recording for Analyzing Visual Perception of Media Content

Published on: May 26, 2018

7.0K

基于EEG的实时分类连续两次眼,用于大脑计算机接口应用程序.

Masud Rabbani1, Nafi Us Sabbir Sabith2, Anubhav Parida2

  • 1Department of Computer Science, Ubicomp Lab, Marquette University, Milwaukee, WI, USA. masud.rabbani@marquette.edu.

Scientific reports
|July 2, 2025
PubMed
概括

本研究提出了一种新的脑电图 (EEG) 框架,用于实时检测眼睛眼,分类单个和多个眼. 这种新的方法实现了高精度,为先进的大脑与计算机接口 (BCI) 铺平了道路.

关键词:
BCI用于通信和控制.大脑计算机接口 (BCI)机器学习在神经科学中的应用多个眼睛眼的检测.实时眼睛眼的分类.YOLOv8用于眼睛动检测器

更多相关视频

Classical Short-Delay Eyeblink Conditioning in One-Year-Old Children
07:36

Classical Short-Delay Eyeblink Conditioning in One-Year-Old Children

Published on: September 1, 2018

24.0K
A Single-Channel and Non-Invasive Wearable Brain-Computer Interface for Industry and Healthcare
06:34

A Single-Channel and Non-Invasive Wearable Brain-Computer Interface for Industry and Healthcare

Published on: July 7, 2023

2.5K

相关实验视频

Last Updated: Sep 17, 2025

Using Electroencephalography Measurements and High-quality Video Recording for Analyzing Visual Perception of Media Content
10:41

Using Electroencephalography Measurements and High-quality Video Recording for Analyzing Visual Perception of Media Content

Published on: May 26, 2018

7.0K
Classical Short-Delay Eyeblink Conditioning in One-Year-Old Children
07:36

Classical Short-Delay Eyeblink Conditioning in One-Year-Old Children

Published on: September 1, 2018

24.0K
A Single-Channel and Non-Invasive Wearable Brain-Computer Interface for Industry and Healthcare
06:34

A Single-Channel and Non-Invasive Wearable Brain-Computer Interface for Industry and Healthcare

Published on: July 7, 2023

2.5K

科学领域:

  • 神经科学是一个神经科学.
  • 生物医学工程 生物医学工程
  • 机器学习 机器学习

背景情况:

  • 人类眼睛眼是脑电图 (EEG) 数据中常见的工件,经常阻碍分析.
  • 然而,眼检测为大脑与计算机接口 (BCI) 应用提供了潜力.

研究的目的:

  • 开发一种基于实时EEG的新框架,用于分类三个闪状态:没有闪,单次闪和连续两次闪.
  • 建立适用于BCI的多次眼探测的强大系统.

主要方法:

  • 在受控眼条件下从十名健康参与者收集了8通道EEG数据.
  • 应用统计,时间域,振幅驱动和频率域特征提取方法.
  • 开发并比较XGBoost,SVM和NN模型,并利用YOLO模型提高性能.

主要成果:

  • 在使用机器学习模型对多次眼进行分类时,获得了89.0%的准确性.
  • 对于连续眼检测,YOLO模型表现出卓越的性能,回忆率为98.67%,精度为95.39%,mAP50为99.5%.

结论:

  • 这项研究为使用EEG对多次眼的分类提供了基础工作.
  • 开发的框架和模型为基于EEG的先进BCI应用开辟了新的可能性.