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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Haixian Wang

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3 papers indexed here

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Open access Sep 2026

Data-Efficient EEG-Based Person Identification via Time-Interval-Based Multi-Positive Contrastive Learning

Electroencephalography (EEG) is an emerging biometric trait because it is difficult to steal or forge and requires acquisition from living subjects. However, many EEG-based person identification methods rely on large enrollment datasets, increasing acquisition burden and limiting practical deployment. To address this i...

Xing-Han Shao, Hai-Xian Wang, Zheng-Ping Wu · 0 citations
Open access Sep 2026

DeID-Aligner: Fine-Grained Brain-Vision Semantic Alignment for Cross-Subject Visual Decoding from Limited fMRI Data.

Recent advances in fMRI-based semantic decoding and visual reconstruction have achieved remarkable progress. However, severe inter-subject variability and the scarcity of paired fMRI-image data remain major obstacles to cross-subject generalization. To overcome these challenges, we propose DeID-Aligner, a brain functio...

Xu Yin, John Q. Gan, Ming Yang et al. · 0 citations
Jul 2026

Event-related Potential Dynamics of Unilateral Lower Limb Movement with Functional Connectivity Analysis.

These findings confirm that lower limb movements exhibit robust lateralization patterns, and the observed similarity between actual and imagined movements suggests a common neural substrate, providing insights into the neural network organization that may inform future brain computer interface research.

Lingyun Gu, Hongfang Han, Hai-Xian Wang et al. · 0 citations

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