Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study

Author:

Gao Wei1ORCID,Huang Weichen1ORCID,Li Man1ORCID,Gu Zhenghui1ORCID,Pan Jiahui2ORCID,Yu Tianyou1ORCID,Yu Zhu Liang1ORCID,Li Yuanqing1ORCID

Affiliation:

1. School of Automation Science and Engineering, South China University of Technology, Guangzhou, China

2. School of Software, South China Normal University, Guangzhou, China

Funder

STI 2030–Major Projects

Key Realm Research and Development Program of Guangzhou, China

National Natural Science Foundation of China

Technology Innovation 2030

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering,General Neuroscience,Internal Medicine,Rehabilitation

Reference43 articles.

1. Unsupervised Brain Computer Interface Based on Intersubject Information and Online Adaptation

2. An online semi-supervised P300 speller based on extreme learning machine

3. Learning adaptive subject-independent P300 models for EEG-based brain–computer interfaces;lu;Proc IEEE Int Joint Conf Neural Netw (IEEE World Congr Comput Intelligence),2008

4. An online semi-supervised brain–computer interface;gu;IEEE Trans Biomed Eng,2013

5. MsCNN: A Deep Learning Framework for P300-Based Brain–Computer Interface Speller

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors;IEEE Journal of Biomedical and Health Informatics;2023-10

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