Xiuxin Xia

Advancing cross-subject olfactory EEG recognition: A novel framework for collaborative multimodal learning between human-machine

Xiuxin Xia, Yuchen Guo, Yanwei Wang et al. · Expert Systems with Applications · 2024 · 40 citations

Novel Framework, Cognitive Science, Computational Neuroscience +11

Interleaved attention convolutional compression network: An effective data mining method for the fusion system of gas sensor and hyperspectral

Hong Men, Mei Liu, Yan Shi et al. · Sensors and Actuators B Chemical · 2021 · 33 citations

Fusion System, Machine Vision, Image Analysis +13

FBANet: An Effective Data Mining Method for Food Olfactory EEG Recognition

Xiuxin Xia, Yan Shi, Pengwei Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 33 citations

Neuropsychology, Engineering, Sensory Science (Early Childhood Education) +21

Advancing research on odor-induced sweetness enhancement: A EEG local-global fusion transformer network for sweetness quantification combined with EEG technology

Xiuxin Xia, Yatao Cheng, Z.G. Zhang et al. · Food Chemistry · 2024 · 26 citations

Cognitive Science, Sensory Neuroscience, Neurophysiology +12

Recognition of odor and pleasantness based on olfactory EEG combined with functional brain network model

Xiuxin Xia, Xiaotong Liu, Wenbo Zheng et al. · International Journal of Machine Learning and Cybernetics · 2023 · 22 citations

Neurobiological Mechanism, Cognitive Science, Neuropsychology +13