Search Results - "Chin, Zheng Yang"

Mutual information-based selection of optimal spatial–temporal patterns for single-trial EEG-based BCIs by Ang, Kai Keng, Chin, Zheng Yang, Zhang, Haihong, Guan, Cuntai

“…The common spatial pattern (CSP) algorithm is effective in decoding the spatial patterns of the corresponding neuronal activities from electroencephalogram…”
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Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b by Ang, Kai Keng, Chin, Zheng Yang, Wang, Chuanchu, Guan, Cuntai, Zhang, Haihong

“…The Common Spatial Pattern (CSP) algorithm is an effective and popular method for classifying 2-class motor imagery electroencephalogram (EEG) data, but its…”
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A Randomized Controlled Trial of EEG-Based Motor Imagery Brain-Computer Interface Robotic Rehabilitation for Stroke by Ang, Kai Keng, Chua, Karen Sui Geok, Phua, Kok Soon, Wang, Chuanchu, Chin, Zheng Yang, Kuah, Christopher Wee Keong, Low, Wilson, Guan, Cuntai

“…Electroencephalography (EEG)–based motor imagery (MI) brain-computer interface (BCI) technology has the potential to restore motor function by inducing…”
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Clinical study of neurorehabilitation in stroke using EEG-based motor imagery brain-computer interface with robotic feedback by Kai Keng Ang, Cuntai Guan, Chua, K S G, Beng Ti Ang, Kuah, C, Chuanchu Wang, Kok Soon Phua, Zheng Yang Chin, Haihong Zhang

“…This clinical study investigates the ability of hemiparetic stroke patients in operating EEG-based motor imagery brain-computer interface (MI-BCI). It also…”
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A brain-computer interface based cognitive training system for healthy elderly: a randomized control pilot study for usability and preliminary efficacy by Lee, Tih-Shih, Goh, Siau Juinn Alexa, Quek, Shin Yi, Phillips, Rachel, Guan, Cuntai, Cheung, Yin Bun, Feng, Lei, Teng, Stephanie Sze Wei, Wang, Chuan Chu, Chin, Zheng Yang, Zhang, Haihong, Ng, Tze Pin, Lee, Jimmy, Keefe, Richard, Krishnan, K Ranga Rama

“…Cognitive decline in aging is a pressing issue associated with significant healthcare costs and deterioration in quality of life. Previously, we reported the…”
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A Large Clinical Study on the Ability of Stroke Patients to Use an EEG-Based Motor Imagery Brain-Computer Interface by Ang, Kai Keng, Guan, Cuntai, Chua, Karen Sui Geok, Ang, Beng Ti, Kuah, Christopher Wee Keong, Wang, Chuanchu, Phua, Kok Soon, Chin, Zheng Yang, Zhang, Haihong

“…Brain-computer interface (BCI) technology has the prospects of helping stroke survivors by enabling the interaction with their environment through brain…”
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Exposure 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 Trial by Lin, Xiangting Bernice, 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

“…Exposure therapy is highly effective for social anxiety disorder. However, there is room for improvement. This is a first attempt to examine the feasibility of…”
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A pilot randomized controlled trial using EEG-based brain-computer interface training for a Chinese-speaking group of healthy elderly by Lee, Tih-Shih, Quek, Shin Yi, Goh, Siau Juinn Alexa, Phillips, Rachel, Guan, Cuntai, Cheung, Yin Bun, Feng, Lei, Wang, Chuan Chu, Chin, Zheng Yang, Zhang, Haihong, Lee, Jimmy, Ng, Tze Pin, Krishnan, K Ranga Rama

“…There is growing evidence that cognitive training (CT) can improve the cognitive functioning of the elderly. CT may be influenced by cultural and linguistic…”
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EEG-based discrimination of different cognitive workload levels from mental arithmetic by Chin, Zheng Yang, Zhang, Xin, Wang, Chuanchu, Ang, Kai Keng

“…Cognitive workload, which is the level of mental effort required for a cognitive task, can be assessed by monitoring the changes in neurophysiological measures…”
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Multi-class filter bank common spatial pattern for four-class motor imagery BCI by Chin, Zheng Yang, Ang, Kai Keng, Wang, Chuanchu, Guan, Cuntai, Zhang, Haihong

“…This paper investigates the classification of multi-class motor imagery for electroencephalogram (EEG)-based Brain-Computer Interface (BCI) using the Filter…”
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A clinical study of motor imagery-based brain-computer interface for upper limb robotic rehabilitation by Kai Keng Ang, Cuntai Guan, Sui Geok Chua, K., Beng Ti Ang, Kuah, C., Chuanchu Wang, Kok Soon Phua, Zheng Yang Chin, Haihong Zhang

“…Non-invasive EEG-based motor imagery brain-computer interface (MI-BCI) holds promise to effectively restore motor control to stroke survivors. This clinical…”
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Optimum Spatio-Spectral Filtering Network for Brain-Computer Interface by Zhang, Haihong, Chin, Zheng Yang, Ang, Kai Keng, Guan, Cuntai, Wang, Chuanchu

“…This paper proposes a feature extraction method for motor imagery brain-computer interface (BCI) using electroencephalogram. We consider the primary…”
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Discriminative channel addition and reduction for filter bank common spatial pattern in motor imagery BCI by Chin, Zheng Yang, Ang, Kai Keng, Wang, Chuanchu, Guan, Cuntai

“…An electroencephalography (EEG)-based Motor Imagery Brain-Computer Interface (MI-BCI) requires a long setup time if a large number of channels is used, and EEG…”
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Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface by Ang, Kai Keng, Zhang, Yang Chin, Zhang, Haihong, Guan, Cuntai

“…In motor imagery-based brain computer interfaces (BCI), discriminative patterns can be extracted from the electroencephalogram (EEG) using the common spatial…”
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Online performance evaluation of motor imagery BCI with augmented-reality virtual hand feedback by Chin, Zheng Yang, Ang, Kai Keng, Wang, Chuanchu, Guan, Cuntai

“…The online performance of a motor imagery-based Brain-Computer Interface (MI-BCI) influences its effectiveness and usability in real-world clinical…”
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Calibrating EEG-based motor imagery brain-computer interface from passive movement by Kai Keng Ang, Cuntai Guan, Chuanchu Wang, Kok Soon Phua, Tan, A. H. G., Zheng Yang Chin

“…EEG data from performing motor imagery are usually collected to calibrate a subject-specific model for classifying the EEG data during the evaluation phase of…”
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Brain-computer interface based attention and social cognition training programme for children with ASD and co-occurring ADHD: A feasibility trial by Teo, Sze-Hui Jane, Poh, Xue Wei Wendy, Lee, Tih Shih, Guan, Cuntai, Cheung, Yin Bun, Fung, Daniel Shuen Sheng, Zhang, Hai Hong, Chin, Zheng Yang, Wang, Chuan Chu, Sung, Min, Goh, Tze Jui, Weng, Shih Jen, Tng, Xin Jie Jordon, Lim, Choon Guan

“…•EEG-neurofeedback may be a safe and effective treatment for co-occurring ASD and ADHD.•A BCI-based attention training system is integrated with eye-tracking…”
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Robust filter bank common spatial pattern (RFBCSP) in motor-imagery-based brain-computer interface by Ang, Kai Keng, Chin, Zheng Yang, Zhang, Haihong, Guan, Cuntai

“…The filter bank common spatial pattern (FBCSP) algorithm performs autonomous selection of key temporal-spatial discriminative EEG characteristics in motor…”
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A clinical study of motor imagery BCI performance in stroke by including calibration data from passive movement by Kai Keng Ang, Cuntai Guan, Chua, Karen Sui Geok, Kok Soon Phua, Chuanchu Wang, Zheng Yang Chin, Longjiang Zhou, Ka Yin Tang, Joseph, Gopal Joseph Ephraim, Kuah, Christopher

“…Electroencephalogram (EEG) data from performing motor imagery are usually used to calibrate a subject-specific model in Motor Imagery Brain-Computer Interface…”
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Navigation in a virtual environment using multiclass motor imagery Brain-Computer Interface by Zheng Yang Chin, Kai Keng Ang, Chuanchu Wang, Cuntai Guan

“…Virtual Reality is a useful platform for Brain-Computer Interface (BCI) users as it offers a relatively safe and cost-effective way for BCI users to train and…”
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