Browsing by Author Guan, Cuntai


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Issue DateTitleAuthor(s)
 2021Adaptive transfer learning for EEG motor imagery classification with deep convolutional neural networkZhang, Kaishuo; Robinson, Neethu; Lee, Seong-Whan; Guan, Cuntai
 2022ADAST: Attentive cross-domain EEG-based sleep staging framework with iterative self-trainingEldele, Emadeldeen; Ragab, Mohamed; Chen, Zhenghua; Wu, Min; Kwoh, Chee Keong; Li, Xiaoli; Guan, Cuntai
2021An attention-based deep learning approach for sleep stage classification with single-channel EEGEldele, Emadeldeen; Chen, Zhenghua; Liu, Chengyu; Wu, Min; Kwoh, Chee Keong; Li, Xiaoli; Guan, Cuntai
2020BCI for stroke rehabilitation: motor and beyondMane, Ravikiran; Chouhan, Tushar; Guan, Cuntai
2021Brain functional changes in stroke following rehabilitation using brain-computer interface-assisted motor imagery with and without tDCS: a pilot studyHu, Mengjiao; Cheng, Hsiao-Ju; Ji, Fang; Chong, Joanna Su Xian; Lu, Zhongkang; Huang, Weimin; Ang, Kai Keng; Phua, Kok Soon; Chuang, Kai-Hsiang; Jiang, Xudong; Chew, Effie; Guan, Cuntai; Zhou, Helen Juan
2018Brain-computer-interface-based intervention re-normalizes brain functional network topology in children with attention deficit/hyperactivity disorderQian, Xing; Loo, Beatrice Rui Yi; Castellanos, Francisco Xavier; Liu, Siwei; Koh, Hui Li; Krishnan, Ranga; Fung, Daniel; Guan, Cuntai; Lee, Tih-Shih; Lim, Choon Guan; Zhou, Juan; Poh, Wendy Xue Wei; Chee, Michael W. L.
2019A closed-loop, music-based brain-computer interface for emotion mediationEhrlich, Stefan K.; Agres, Kat R.; Guan, Cuntai; Cheng, Gordon
 2021Design a novel BCI for neurorehabilitation using concurrent LFP and EEG features: a case studyFeng, Zhao; Sun, Yi; Qian, Linze; Qi, Yu; Wang, Yueming; Guan, Cuntai; Sun, Yu
2021Design considerations for long term non-invasive brain computer interface training with tetraplegic CYBATHLON pilotRobinson, Neethu; Chouhan, Tushar; Mihelj, Ernest; Kratka, Paulina; Debraine, Frédéric; Wenderoth, Nicole; Guan, Cuntai; Lehner, Rea
2016Discriminative Ocular Artifact Correction for Feature Learning in EEG AnalysisLi, Xinyang; Guan, Cuntai; Zhang, Haihong; Ang, Kai Keng
2013EEG data space adaptation to reduce intersession nonstationarity in brain-computer interfaceArvaneh, Mahnaz; Guan, Cuntai; Ang, Kai Keng; Quek, Chai
2020Effects of stimulus spatial resolution on SSVEP responses under overt and covert attentionPhyo Wai, Aung Aung; Lee, Jun Cong; Yang, Tao; So, Rosa; Guan, Cuntai
2021Enhancing EEG-based classification of depression patients using spatial informationJiang, Chao; Li, Yingjie; Tang, Yingying; Guan, Cuntai
2019Exposure therapy with personalized real-time arousal detection and feedback to alleviate social anxiety symptoms in an analogue adult sample : pilot proof-of-concept randomized controlled trialLin, Bernice Xiangting; Lee, Tih-Shih; Cheung, Yin Bun; Ling, Joanna; Poon, Shi Hui; Lim, Leslie; Zhang, Hai Hong; Chin, Zheng Yang; Wang, Chuan Chu; Krishnan, Ranga; Guan, Cuntai
2021Focality-oriented selection of current dose for transcranial direct current stimulationKashyap, Rajan; Bhattacharjee, Sagarika; Arumugam, Ramaswamy; Bharath, Rose Dawn; Udupa, Kaviraja; Oishi, Kenichi; Desmond, John E.; Chen, Annabel Shen-Hsing; Guan, Cuntai
2020Generative adversarial networks-based data augmentation for brain-computer interfaceFahimi, Fatemeh; Dosen, Strahinja; Ang, Kai Keng; Mrachacz-Kersting, Natalie; Guan, Cuntai
2019Inter-subject transfer learning with an end-to-end deep convolutional neural network for EEG-based BCIFahimi, Fatemeh; Zhang, Zhuo; Goh, Wooi Boon; Lee, Tih-Shi; Ang, Kai Keng; Guan, Cuntai
2018Large-scale brain functional network topology disruptions underlie symptom heterogeneity in children with attention-deficit/hyperactivity disorderQian, Xing; Castellanos, Francisco Xavier; Uddin, Lucina Q.; Loo, Beatrice Rui Yi; Liu, Siwei; Koh, Hui Li; Fung, Daniel; Guan, Cuntai; Lee, Tih-Shih; Lim, Choon Guan; Zhou, Juan; Poh, Wendy Xue Wei
2018Learning temporal information for brain-computer interface using convolutional neural networksSakhavi, Siavash; Guan, Cuntai; Yan, Shuicheng
 2021Machine learning driven synthesis of few-layered WTe₂ with geometrical controlXu, Manzhang; Tang, Bijun; Lu, Yuhao; Zhu, Chao; Lu, Qianbo; Zhu, Chao; Zheng, Lu; Zhang, Jingyu; Han, Nannan; Fang, Weidong; Guo, Yuxi; Di, Jun; Song, Pin; He, Yongmin; Kang, Lixing; Zhang, Zhiyong; Zhao, Wu; Guan, Cuntai; Wang, Xuewen; Liu, Zheng