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

Spin radical enhanced magnetocapacitance effect in intermolecular excited states.

The journal of physical chemistry. B·2013
Same author

Recent developments in stir bar sorptive extraction.

Analytical and bioanalytical chemistry·2013
Same author

Discovery of MK-8742: an HCV NS5A inhibitor with broad genotype activity.

ChemMedChem·2013
Same author

Magnetic polycarbonate microspheres for tumor-targeted delivery of tumor necrosis factor.

Drug delivery·2013
Same author

A study on validity of cortical alpha connectivity for schizophrenia.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2013
Same author

Myosin light chain 2-based selection of human iPSC-derived early ventricular cardiac myocytes.

Stem cell research·2013
Same journal

Granular Ball-Based Noise-Resistant Fuzzy Multineighborhood Feature Selection via Label Enhancement and Feature Graph.

IEEE transactions on neural networks and learning systems·2026
Same journal

Fighting Evolving Spam With ARTMAP Models: A Noise-Resilient Online Detection Framework.

IEEE transactions on neural networks and learning systems·2026
Same journal

HyperSAT: Unsupervised Hypergraph Neural Networks for Weighted MaxSAT Problems.

IEEE transactions on neural networks and learning systems·2026
Same journal

Negation of Basic Belief Assignment in Multisource Information Fusion on Dempster-Shafer Theory With Applications in Pattern Classification.

IEEE transactions on neural networks and learning systems·2026
Same journal

Intervention Feasible Region and Driver Risk Capacity Aware Human-Machine Collaborative Safe Trajectory Planning.

IEEE transactions on neural networks and learning systems·2026
Same journal

A Unified Differential Denoising Learning Framework With a Pre-Trained Model and Fuzzy Graph Networks for Drug-Drug Interaction Prediction.

IEEE transactions on neural networks and learning systems·2026
查看所有相关文章

相关实验视频

Updated: Jul 5, 2025

Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example
08:45

Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example

Published on: October 24, 2012

14.7K

深度多视图模块适应传输网络,用于特定主题的EEG识别.

Weigang Cui, Yansong Xiang, Yifan Wang

    IEEE transactions on neural networks and learning systems
    |January 22, 2024
    PubMed
    概括
    此摘要是机器生成的。

    这项研究引入了一个新的深度多视图模块适应传输 (DMV-MAT) 网络,用于对特定主体的脑电图 (EEG) 识别. DMV-MAT网络通过学习域不变和域特定特征来提高传输性能,优于现有方法.

    更多相关视频

    A Novel Experimental and Analytical Approach to the Multimodal Neural Decoding of Intent During Social Interaction in Freely-behaving Human Infants
    11:14

    A Novel Experimental and Analytical Approach to the Multimodal Neural Decoding of Intent During Social Interaction in Freely-behaving Human Infants

    Published on: October 4, 2015

    10.9K
    Concurrent EEG and Functional MRI Recording and Integration Analysis for Dynamic Cortical Activity Imaging
    11:28

    Concurrent EEG and Functional MRI Recording and Integration Analysis for Dynamic Cortical Activity Imaging

    Published on: June 30, 2018

    11.7K

    相关实验视频

    Last Updated: Jul 5, 2025

    Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example
    08:45

    Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example

    Published on: October 24, 2012

    14.7K
    A Novel Experimental and Analytical Approach to the Multimodal Neural Decoding of Intent During Social Interaction in Freely-behaving Human Infants
    11:14

    A Novel Experimental and Analytical Approach to the Multimodal Neural Decoding of Intent During Social Interaction in Freely-behaving Human Infants

    Published on: October 4, 2015

    10.9K
    Concurrent EEG and Functional MRI Recording and Integration Analysis for Dynamic Cortical Activity Imaging
    11:28

    Concurrent EEG and Functional MRI Recording and Integration Analysis for Dynamic Cortical Activity Imaging

    Published on: June 30, 2018

    11.7K

    科学领域:

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

    背景情况:

    • 对特定主体的脑电图 (EEG) 识别面临挑战,因为数据不足.
    • 现有的转移学习方法往往忽略了学科间的变化,导致表现不佳.
    • 需要先进的方法来提高不同主体的EEG识别精度.

    研究的目的:

    • 提出一个新的深度多视图模块适应传输 (DMV-MAT) 网络,用于特定主题的EEG识别.
    • 解决当前转移学习方法在处理学科间差异方面的局限性.
    • 提高EEG识别模型的概括性和准确性.

    主要方法:

    • 开发了一个通用深度多视图 (DMV) 网络,以从多个角度生成多样化和歧视性特征.
    • 引入了一个模块适应转移 (MAT) 策略,以优化基于源和目标特征分布的重量分配.
    • 能够同时学习域不变和域特定的特征,以改进对象的适应性.

    主要成果:

    • 拟议的DMV-MAT网络在特定主题的EEG识别任务中表现出了有希望的表现.
    • 在四个数据集中对运动图像 (MI) 和预测任务进行的实验验验证了该方法的有效性.
    • 与最先进的方法相比,这种方法取得了更好的结果,突出了其潜力.

    结论:

    • DMV-MAT网络为特定主题的EEG识别提供了可行和有效的解决方案.
    • 这种方法成功地解决了EEG数据中跨主体变异性的挑战.
    • 这项工作有助于推进脑计算机接口和神经系统疾病检测领域.