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CCA-Net: Zero-Shot SSVEP Classification via an Integration of Canonical Correlation Analysis and Deep Neural Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74, 页码: 11
作者:  Deng, Yang;  Ji, Zhiwei;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载:0/0  |  提交时间:2025/12/03
Brain-computer interface (BCI)  canonical cor relation analysis (CCA)  deep neural network (DNN)  steady-state visual evoked potential (SSVEP)  steady-state visual evoked potential (SSVEP)  zero-shot learning  zero-shot learning  zero-shot learning  
OS-SSVEP: One-shot SSVEP classification 期刊论文
NEURAL NETWORKS, 2024, 卷号: 180, 页码: 12
作者:  Deng, Yang;  Ji, Zhiwei;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载:28/0  |  提交时间:2024/12/06
Brain-computer interface (BCI)  Steady-state visual evoked potential (SSVEP)  One-shot classification  Transfer learning  Data augmentation  
TRCA-Net: using TRCA filters to boost the SSVEP classification with convolutional neural network 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 4, 页码: 12
作者:  Deng, Yang;  Sun, Qingyu;  Wang, Ce;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载:52/0  |  提交时间:2023/12/04
brain-computer interface (BCI)  steady-state visual evoked potential (SSVEP)  task-related component analysis (TRCA)  convolutional neural network (CNN)