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

A Fast-Charging Inductive-Capacitive Dual-Mode Orthogonal Orientation-Independent Switched-Mode Wireless Power Transfer System for Battery-Less Implantable Medical Devices in 65nm CMOS.

IEEE transactions on biomedical circuits and systems·2026
Same author

A low-latency neural inference framework for real-time handwriting recognition from EEG signals on an edge device.

Scientific reports·2025
Same author

Multitarget neurostimulation of the deep brain: clinical opportunities, challenges, and emerging technologies.

Journal of neural engineering·2025
Same author

Fabrication of Microelectrodes on Microchip Sidewalls for Injectable Biomedical Devices.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same author

Novel Systematic Design of Asymmetric Flexible Transceiver Coils with Optimal Wireless Power Transfer for Biomedical Implants.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same author

Adaptive Impedance Matching with Fault Ride Through in Wireless Power Transfer for Implanted Medical Devices.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025

相关实验视频

Updated: Jan 9, 2026

Capturing Dynamic Finger Gesturing with High-resolution Surface Electromyography and Computer Vision
08:15

Capturing Dynamic Finger Gesturing with High-resolution Surface Electromyography and Computer Vision

Published on: March 28, 2025

1.1K

在便携式硬件设备上进行手写字符识别的高速神经信号推理.

Ovishake Sen, Adam Khalifa, Baibhab Chatterjee

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 3, 2025
    PubMed
    概括

    这项研究展示了第一个便携式脑计算机接口 (BCI) 用于手写识别. 轻量级模型在资源有限的设备上实现了99.17%的准确性,使通信障碍的神经解码更快.

    科学领域:

    • 神经科学是一个神经科学.
    • 计算机科学 计算机科学
    • 生物医学工程 生物医学工程

    背景情况:

    • 大脑-计算机接口 (BCI) 为严重运动和沟通障碍的人提供了潜力.
    • 神经信号处理能够识别活动,包括手写,用于辅助技术.

    研究的目的:

    • 在便携式硬件设备上实现第一个神经信号推断,用于手写字符识别.
    • 在资源有限的平台上评估轻量级机器学习模型的效率和准确性.

    主要方法:

    • 利用公开可用的神经信号数据集,将其处理成神经尖端事件数据.
    • 应用EfficientNetB0与数据增强 (随机噪声注入,时间转移) 进行31个手写字符的分类.
    • 在NVIDIA Jetson TX2便携式硬件设备上推断神经信号.

    主要成果:

    • 在手写字符识别中达到99.17%的测试准确率.
    • 证明了高速推断,文字错误率 (WER) 为0.96%和字符错误率 (CER) 为0.2%.
    • 在Jetson TX2.2.上实现了37.5毫秒的字符解码延迟.

    结论:

    更多相关视频

    Handwriting Analysis Indicates Spontaneous Dyskinesias in Neuroleptic Naïve Adolescents at High Risk for Psychosis
    05:52

    Handwriting Analysis Indicates Spontaneous Dyskinesias in Neuroleptic Naïve Adolescents at High Risk for Psychosis

    Published on: November 21, 2013

    15.3K
    Digital Handwriting Analysis of Characters in Chinese Patients with Mild Cognitive Impairment
    05:58

    Digital Handwriting Analysis of Characters in Chinese Patients with Mild Cognitive Impairment

    Published on: March 11, 2021

    5.0K

    相关实验视频

    Last Updated: Jan 9, 2026

    Capturing Dynamic Finger Gesturing with High-resolution Surface Electromyography and Computer Vision
    08:15

    Capturing Dynamic Finger Gesturing with High-resolution Surface Electromyography and Computer Vision

    Published on: March 28, 2025

    1.1K
    Handwriting Analysis Indicates Spontaneous Dyskinesias in Neuroleptic Naïve Adolescents at High Risk for Psychosis
    05:52

    Handwriting Analysis Indicates Spontaneous Dyskinesias in Neuroleptic Naïve Adolescents at High Risk for Psychosis

    Published on: November 21, 2013

    15.3K
    Digital Handwriting Analysis of Characters in Chinese Patients with Mild Cognitive Impairment
    05:58

    Digital Handwriting Analysis of Characters in Chinese Patients with Mild Cognitive Impairment

    Published on: March 11, 2021

    5.0K
  • 验证了在便携式边缘硬件上准确,高速的神经解码的可行性.
  • 突出了轻量级机器学习模型在推进BCI应用中的影响.
  • 展示了BCI在帮助有沟通障碍的个人方面的潜力.