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Real-time channel selection for enhanced steady-state visual evoked potentials online brain-computer interface system
Author: Guo, Wei; Zhao, Xi; Xu, Guiying; Wang, Zhenyu; Zhou, Ting; Zhou, Wenhao; Liu, Haifeng; Xu, Tianheng; Hu, Honglin
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 432, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110757
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Frequency-enhanced fiber orientation distribution super-resolution network with application on Alzheimer's diseas
Author: Xie, Xinyi; Meng, Jingxin; Wang, Yuanjun
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 432, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110769
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LSHMMformer: An Intelligent detection model of depression based on multi-modal fusio
Author: Shi, Yuntao; Gan, Tian; Li, Jie; Li, Shuqin
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 432, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110755
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2.5D HAU-Net with gated spatial attention for automatic hippocampus segmentation in MR
Author: Gong, Piqiang; Li, Xue; Lin, Dongmei; Ding, Xiaohan; Liu, Zhao; Chen, Fuming
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 431, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110730
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Meta-Learning Enhanced Multi-Source Domain Adaptation for zero-calibration motor imagery EEG decodin
Author: Miao, Minmin; Fu, Wenliang; Zeng, Hong; Xu, Baoguo; Zhang, Wenbin; Hu, Wenjun
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 431, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110742
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HCFNet: A heterogeneous frequency bands coupling CNN for enhanced short-time fast response in motor imagery decodin
Author: Wu, Weijie; Daly, Ian; Chen, Weijie; Liu, Lifei; Liang, Wei; Chen, Yixin; Wang, Xingyu; Cichocki, Andrzej; Jin, Jing
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 430, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110717
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TASNet: A tri-modal attentive scale robust adaptive fusion framework for progressive mild cognitive impairment classificatio
Author: Zhu, Hongliang; Zhang, Limei; Yang, Lu; Hao, Fanchang
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 430, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110726
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Exploration of the mental attention mechanisms in motor imagery-based EEG decodin
Author: Zhan, Xixi; Chen, Xinlei; Zhu, Li; Kong, Wanzeng
Journal: JOURNAL OF NEUROSCIENCE METHODS. 2026; Vol. 430, Issue , pp. -. DOI: 10.1016/j.jneumeth.2026.110721
