Výsledky vyhledávání - "EEG decoding algorithm"

SMMTM: Motor imagery EEG decoding algorithm using a hybrid multi-branch separable convolutional self-attention temporal convolutional network Autor Cao, DianGuo, Yu, ZhenYuan, Wang, Jinqiang, Wu, Yuqiang

“…Motor imagery (MI) is a brain-computer interface (BCI) technology with the potential to change human life in the future. MI signals have been widely applied in…”
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SMMTM: Motor imagery EEG decoding algorithm using a hybrid multi-branch separable convolutional self-attention temporal convolutional network Autor DianGuo Cao, ZhenYuan Yu, Jinqiang Wang, Yuqiang Wu

“…Motor imagery (MI) is a brain-computer interface (BCI) technology with the potential to change human life in the future. MI signals have been widely applied in…”
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Combining multi-scale convolutional neural network and Transformers for EEG-Based RSVP detection Autor Lu, Gai, Zhang, Yifan, Chu, Xingxing, Liu, Yingxin, Yu, Yang

“… It is necessary to develop an EEG decoding algorithm with robust generalization ability and high recognition accuracy…”
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A classification algorithm of an SSVEP brain-Computer interface based on CCA fusion wavelet coefficients Autor Ma, Pengfei, Dong, Chaoyi, Lin, Ruijing, Ma, Shuang, Jia, Tingting, Chen, Xiaoyan, Xiao, Zhiyun, Qi, Yongsheng

“…In the study of brain-computer interfaces (BCIs) based on steady-state visual evoked potentials (SSVEPs), how to improve the classification accuracies of BCIs…”
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Boosting-LDA algriothm with multi-domain feature fusion for motor imagery EEG decoding Autor Zhang, Yue, Chen, Weihai, Lin, Chun-Liang, Pei, Zhongcai, Chen, Jianer, Chen, Zuobing

“… Understanding EEG differences between healthy people and stroke patients is important. A Novel EEG decoding algorithm is proposed based on this present situation…”
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Brain–Machine Interface and Visual Compressive Sensing-Based Teleoperation Control of an Exoskeleton Robot Autor Qiu, Shiyuan, Li, Zhijun, He, Wei, Zhang, Longbin, Yang, Chenguang, Su, Chun-Yi

“…This paper presents a teleoperation control for an exoskeleton robotic system based on the brain-machine interface and vision feedback. Vision compressive…”
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Cross-Dataset Montage Alignment via Electroencephalogram Source Imaging for Enhanced Motor Decoding Autor Xiang, Tian-Yu, Wang, Wen-Kai, Zhou, Xiao-Hu, Yang, Hong-Jun, Gui, Mei-Jiang, Xie, Xiao-Liang, Liu, Shi-Qi, Wang, Jia-Xing, Liu, Jia-Mou, Hou, Zeng-Guang

“…: first, pre-training on external datasets; followed by tuning on subjects from the target dataset…”
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EEG-ReMinD: Enhancing Neurodegenerative EEG Decoding through Self-Supervised State Reconstruction-Primed Riemannian Dynamics Autor Wang, Zirui, Song, Zhenxi, Guo, Yi, Liu, Yuxin, Xu, Guoyang, Zhang, Min, Zhang, Zhiguo

“…The development of EEG decoding algorithms confronts challenges such as data sparsity, subject variability, and the need for precise annotations, all of which are vital for advancing brain-computer…”
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Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification Autor Massi, Michela C., Ieva, Francesca

“… Most EEG systems are multi-channel in nature, but multiple channels might include noisy and redundant information and increase computational times of automated EEG decoding algorithms…”
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