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Updated: Jul 24, 2026

Simultaneous Scalp Electroencephalography EEG, Electromyography EMG, and Whole-body Segmental Inertial Recording for Multi-modal Neural Decoding
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Published on: July 26, 2013

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建筑不可知论的"三明治"元框架深度隐私保护转移学习,用于非侵入性脑波解码

Xiaoxi Wei1, Jyotindra Narayan2, A Aldo Faisal1,2

  • 1Brain & Behaviour Lab, Department of Computing, Imperial College London, London SW7 2AZ, United Kingdom.

Journal of neural engineering
|December 2, 2024
PubMed
概括

本研究介绍了"三明治"框架,将转移学习和联合学习结合起来,以改善脑电图 (EEG) 脑波解码. 这种新的方法增强了数据隐私并处理了数据的变化,优于现有的模型.

关键词:
大脑与计算机接口 (BCI)深度学习是一种深度学习.电脑电图 (EEG) 是一种电脑电图.联合的机器学习.不同质的数据集.维护隐私 - 维护隐私转移学习转移学习

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