The effects of distortion measures and feature sets on neural network classifiers. - Tzyy-Ping Jung; Ashok K. Krishnamurthy 001; Stanley C. Ahalt (IJCNN, 1990)

Implementation of a vector quantization codebook design technique based on a competitive learning artificial neural network. - Stanley C. Ahalt; Prakoon Chen; Cheng-Taou Chou; Tzyy-Ping Jung (J. Supercomput., 1992)

Independent Component Analysis of Electroencephalographic Data. - Scott Makeig; Anthony J. Bell; Tzyy-Ping Jung; Terrence J. Sejnowski (NIPS, 1995)

Using Feedforward Neural Networks to Monitor Alertness from Changes in EEG Correlation and Coherence. - Scott Makeig; Tzyy-Ping Jung; Terrence J. Sejnowski (NIPS, 1995)

Deriving gestural score from articulator-movement records using weighted temporal decomposition. - Tzyy-Ping Jung; Ashok K. Krishnamurthy 001; Stanley C. Ahalt; Mary E. Beckman; Sook-Hyang Lee (IEEE Trans. Speech Audio Process., 1996)

Extended ICA Removes Artifacts from Electroencephalographic Recordings. - Tzyy-Ping Jung; Colin Humphries; Te-Won Lee; Scott Makeig; Martin J. McKeown; Vicente Iragui; Terrence J. Sejnowski (NIPS, 1997)

Estimating alertness from the EEG power spectrum. - Tzyy-Ping Jung; Scott Makeig; Magnus Stensmo; Terrence J. Sejnowski (IEEE Trans. Biomed. Eng., 1997)

Analyzing and Visualizing Single-Trial Event-Related Potentials. - Tzyy-Ping Jung; Scott Makeig; Marissa Westerfield; Jeanne Townsend; Eric Courchesne; Terrence J. Sejnowski (NIPS, 1998)

Eye Activity Correlates of Workload during a Visuospatial Memory Task. - Karl F. Van Orden; Wendy Limbert; Scott Makeig; Tzyy-Ping Jung (Hum. Factors, 2001)

Imaging brain dynamics using independent component analysis. - Tzyy-Ping Jung; Scott Makeig; Martin J. McKeown; Anthony J. Bell; Te-Won Lee; Terrence J. Sejnowski (Proc. IEEE, 2001)

Single-Trial Variability in Event-Related BOLD Signals. - Jeng-Ren Duann; Tzyy-Ping Jung; Wen-Jui Kuo; Tzu-Chen Yeh; Scott Makeig; Jen-Chuen Hsieh; Terrence J. Sejnowski (NeuroImage, 2002)

Estimating driving performance based on EEG spectrum and fuzzy neural network. - Ruei-Cheng Wu; Chin-Teng Lin; Sheng-Fu Liang; Te-Yi Huang; Yu-Chieh Chen; Tzyy-Ping Jung (IJCNN, 2004)

EEG-based fuzzy neural network estimator for driving performance. - Ruei-Cheng Wu; Chin-Teng Lin; Sheng-Fu Liang; Teng-Yi Huang; Tzyy-Ping Jung (SMC (4), 2004)

Estimating Driving Performance Based on EEG Spectrum Analysis. - Chin-Teng Lin; Ruei-Cheng Wu; Tzyy-Ping Jung; Sheng-Fu Liang; Teng-Yi Huang (EURASIP J. Adv. Signal Process., 2005)

EEG-based drowsiness estimation for safety driving using independent component analysis. - Chin-Teng Lin; Ruei-Cheng Wu; Sheng-Fu Liang; Wen-Hung Chao; Yu-Jie Chen; Tzyy-Ping Jung (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

Noninvasive Study of the Human Heart using Independent Component Analysis. - Yi Zhu 002; Tong Lee Chen; Wanping Zhang; Tzyy-Ping Jung; Jeng-Ren Duann; Scott Makeig; Chung-Kuan Cheng (BIBE, 2006)

Mapping single-trial EEG records on the cortical surface through a spatiotemporal modality. - Arthur C. Tsai; Michelle Liou; Tzyy-Ping Jung; Julie Anne Onton; Philip E. Cheng; Chien-Chih Huang; Jeng-Ren Duann; Scott Makeig (NeuroImage, 2006)

Adaptive EEG-Based Alertness Estimation System by Using ICA-Based Fuzzy Neural Networks. - Chin-Teng Lin; Li-Wei Ko; I-Fang Chung; Teng-Yi Huang; Yu-Chieh Chen; Tzyy-Ping Jung; Sheng-Fu Liang (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Event-Related Brain Dynamics in Continuous Sustained-Attention Tasks. - Ruey-Song Huang; Tzyy-Ping Jung; Scott Makeig (HCI (16), 2007)

EEG Activities of Dynamic Stimulation in VR Driving Motion Simulator. - Chin-Teng Lin; Li-Wei Ko; Yin-Hung Lin; Tzyy-Ping Jung; Sheng-Fu Liang; Li-Sor Hsiao (HCI (13), 2007)

Multi-Scale EEG Brain Dynamics During Sustained Attention Tasks. - Ruey-Song Huang; Tzyy-Ping Jung; Scott Makeig (ICASSP (4), 2007)

Real-Time Embedded EEG-Based Brain-Computer Interface. - Li-Wei Ko; I-Ling Tsai; Fu-Shu Yang; Jen-Feng Chung; Shao-Wei Lu; Tzyy-Ping Jung; Chin-Teng Lin (ICONIP (2), 2008)

An EEG-based subject- and session-independent drowsiness detection. - Chin-Teng Lin; Nikhil R. Pal; Chien-Yao Chuang; Tzyy-Ping Jung; Li-Wei Ko; Sheng-Fu Liang (IJCNN, 2008)

A brain-machine interface using dry-contact, low-noise EEG sensors. - Thomas J. Sullivan; Stephen R. Deiss; Tzyy-Ping Jung; Gert Cauwenberghs (ISCAS, 2008)

EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach. - Nikhil R. Pal; Chien-Yao Chuang; Li-Wei Ko; Chih-Feng Chao; Tzyy-Ping Jung; Sheng-Fu Liang; Chin-Teng Lin (EURASIP J. Adv. Signal Process., 2008)

Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking. - Ruey-Song Huang; Tzyy-Ping Jung; Arnaud Delorme; Scott Makeig (NeuroImage, 2008)

Noninvasive Neural Prostheses Using Mobile and Wireless EEG. - Chin-Teng Lin; Li-Wei Ko; Jin-Chern Chiou; Jeng-Ren Duann; Ruey-Song Huang; Sheng-Fu Liang; Tzai-Wen Chiu; Tzyy-Ping Jung (Proc. IEEE, 2008)

Analyzing High-Density ECG Signals Using ICA. - Yi Zhu 002; Amirali Shayan Arani; Wanping Zhang; Tong Lee Chen; Tzyy-Ping Jung; Jeng-Ren Duann; Scott Makeig; Chung-Kuan Cheng (IEEE Trans. Biomed. Eng., 2008)

Motion-Sickness Related Brain Areas and EEG Power Activates. - Yu-Chieh Chen; Jeng-Ren Duann; Chun-Ling Lin; Shang-Wen Chuang; Tzyy-Ping Jung; Chin-Teng Lin (HCI (16), 2009)

Detecting Frontal EEG Activities with Forehead Electrodes. - Jeng-Ren Duann; Po-Chuan Chen; Li-Wei Ko; Ruey-Song Huang; Tzyy-Ping Jung; Chin-Teng Lin (HCI (16), 2009)

Tonic Changes in EEG Power Spectra during Simulated Driving. - Ruey-Song Huang; Tzyy-Ping Jung; Scott Makeig (HCI (16), 2009)

Wearable and Wireless Brain-Computer Interface and Its Applications. - Chin-Teng Lin; Li-Wei Ko; Che-Jui Chang; Yu-Te Wang; Chia-Hsin Chung; Fu-Shu Yang; Jeng-Ren Duann; Tzyy-Ping Jung; Jin-Chern Chiou (HCI (16), 2009)

A Cell-Phone Based Brain-Computer Interface for Communication in Daily Life. - Yu-Te Wang; Yijun Wang 001; Tzyy-Ping Jung (AICI (2), 2010)

An EEG-based Self-Constructed Neural Fuzzy System to Estimate Driver's Cognitive State. - Shi-An Chen; Fu-Chang Lin; Tzu-Kuei Shen; Li-Wei Ko; Tzyy-Ping Jung; Chin-Teng Lin (Aust. J. Intell. Inf. Process. Syst., 2010)

Spatial and temporal EEG dynamics of motion sickness. - Yu-Chieh Chen; Jeng-Ren Duann; Shang-Wen Chuang; Chun-Ling Lin; Li-Wei Ko; Tzyy-Ping Jung; Chin-Teng Lin (NeuroImage, 2010)

Tonic and phasic EEG and behavioral changes induced by arousing feedback. - Chin-Teng Lin; Kuan-Chih Huang; Chih-Feng Chao; Jian-Ann Chen; Tzai-Wen Chiu; Li-Wei Ko; Tzyy-Ping Jung (NeuroImage, 2010)

EEG-Based Emotion Recognition in Music Listening. - Yuan-Pin Lin; Chi-Hong Wang; Tzyy-Ping Jung; Tien-Lin Wu; Shyh-Kang Jeng; Jeng-Ren Duann; Jyh-Horng Chen (IEEE Trans. Biomed. Eng., 2010)

A collaborative brain-computer interface. - Yijun Wang 001; Yu-Te Wang; Tzyy-Ping Jung; Xiaorong Gao; Shangkai Gao (BMEI, 2011)

Generalizations of the subject-independent feature set for music-induced emotion recognition. - Yuan-Pin Lin; Jyh-Horng Chen; Jeng-Ren Duann; Chin-Teng Lin; Tzyy-Ping Jung (EMBC, 2011)

Effect of respiratory modulation on relationship between heart rate variability and motion sickness. - Chin-Teng Lin; Chun-Ling Lin; Tzai-Wen Chiu; Jeng-Ren Duann; Tzyy-Ping Jung (EMBC, 2011)

Estimating the Level of Motion Sickness Based on EEG Spectra. - Li-Wei Ko; Chun-Shu Wei; Tzyy-Ping Jung; Chin-Teng Lin (HCI (20), 2011)

Genetic feature selection in EEG-based motion sickness estimation. - Chun-Shu Wei; Li-Wei Ko; Shang-Wen Chuang; Tzyy-Ping Jung; Chin-Teng Lin (IJCNN, 2011)

A low power independent component analysis processor in 90nm CMOS technology for portable EEG signal processing systems. - Chiu-Kuo Chen; Yi-Yuan Wang; Zong-Han Hsieh; Ericson Chua; Wai-Chi Fang; Tzyy-Ping Jung (ISCAS, 2011)

Implementation of a motion sickness evaluation system based on EEG spectrum analysis. - Chun-Shu Wei; Shang-Wen Chuang; Wan-Ru Wang; Li-Wei Ko; Tzyy-Ping Jung; Chin-Teng Lin (ISCAS, 2011)

An effective chip implementation of a real-time eight-channel EEG signal processor based on on-line recursive ICA algorithm. - Wei-Yeh Shih; Kuan-Ju Huang; Chiu-Kuo Chen; Wai-Chi Fang; Gert Cauwenberghs; Tzyy-Ping Jung (BioCAS, 2012)

Cell-phone based Drowsiness Monitoring and Management system. - Yu-Te Wang; Chung-Kuan Cheng; Kuan-Chih Huang; Chin-Teng Lin; Yijun Wang 001; Tzyy-Ping Jung (BioCAS, 2012)

Preventing lapse in performance using a drowsiness monitoring and management system. - Kuan-Chih Huang; Tzyy-Ping Jung; Chun-Hsiang Chuang; Li-Wei Ko; Chin-Teng Lin (EMBC, 2012)

Combining ERPs and EEG spectral features for decoding intended movement direction. - Junhua Li; Yijun Wang 001; Liqing Zhang 001; Tzyy-Ping Jung (EMBC, 2012)

SNR analysis of high-frequency steady-state visual evoked potentials from the foveal and extrafoveal regions of Human Retina. - Fang-Cheng Lin; John K. Zao; Kuan-Chung Tu; Yijun Wang 001; Yi-Pai Huang; Che-Wei Chuang; Heng-Yuan Kuo; Yu-Yi Chien; Ching-Chi Chou; Tzyy-Ping Jung (EMBC, 2012)

Assisting autistic children with wireless EOG technology. - Joaquin Rapela; Tsong-Yan Lin; Marissa Westerfield; Tzyy-Ping Jung; Jeanne Townsend (EMBC, 2012)

Measuring Steady-State Visual Evoked Potentials from non-hair-bearing areas. - Yu-Te Wang; Yijun Wang 001; Chung-Kuan Cheng; Tzyy-Ping Jung (EMBC, 2012)

An EEG-based brain - computer interface with real-time artifact removal using independent component analysis. - Chiu-Kuo Chen; Ericson Chua; Zong-Han Hsieh; Wai-Chi Fang; Yu-Te Wang; Tzyy-Ping Jung (ICCE-Berlin, 2012)

A brain-computer interface with real-time independent component analysis for biomedical applications. - Zong-Han Hsieh; Wai-Chi Fang; Tzyy-Ping Jung (ICCE, 2012)

Recursive independent component analysis for online blind source separation. - Muhammad Tahir Akhtar; Tzyy-Ping Jung; Scott Makeig; Gert Cauwenberghs (ISCAS, 2012)

Low Energy Wireless Body-Area Networks for Fetal ECG Telemonitoring via the Framework of Block Sparse Bayesian Learning - Zhilin Zhang 002; Tzyy-Ping Jung; Scott Makeig; Bhaskar D. Rao (CoRR, 2012)

Co-modulatory spectral changes in independent brain processes are correlated with task performance. - Shang-Wen Chuang; Li-Wei Ko; Yuan-Pin Lin; Ruey-Song Huang; Tzyy-Ping Jung; Chin-Teng Lin (NeuroImage, 2012)

EEG correlates of haptic feedback in a visuomotor tracking task. - Chun-Ling Lin; Fu-Zen Shaw; Kuu-Young Young; Chin-Teng Lin; Tzyy-Ping Jung (NeuroImage, 2012)

Biosensor Technologies for Augmented Brain-Computer Interfaces in the Next Decades. - Lun-De Liao; Chin-Teng Lin; Kaleb McDowell; Alma E. Wickenden; Klaus Gramann; Tzyy-Ping Jung; Li-Wei Ko; Jyh-Yeong Chang (Proc. IEEE, 2012)

Switching Spatial Reference Frames for Yaw and Pitch Navigation. - Klaus Gramann; Shawn Wing; Tzyy-Ping Jung; Erik Viirre; Bernhard E. Riecke (Spatial Cogn. Comput., 2012)

Compressed sensing for energy-efficient wireless telemonitoring: Challenges and opportunities. - Zhilin Zhang 002; Bhaskar D. Rao; Tzyy-Ping Jung (ACSSC, 2013)

Automatic design for independent component analysis based brain-computer interfacing. - Chun-Hsiang Chuang; Yuan-Pin Lin; Li-Wei Ko; Tzyy-Ping Jung; Chin-Teng Lin (EMBC, 2013)

Empirical mode decomposition improves detection of SSVEP. - Liya Huang; Xiaoxia Huang; Yu-Te Wang; Yijun Wang 001; Tzyy-Ping Jung; Chung-Kuan Cheng (EMBC, 2013)

Habituation of steady-state visual evoked potentials in response to high-frequency polychromatic foveal visual stimulation. - Heng-Yuan Kuo; George C. Chiu; John K. Zao; Kuan-Lin Lai; Allen Gruber; Yu-Yi Chien; Ching-Chi Chou; Chih-Kai Lu; Wen-Hao Liu; Yu-Shan Huang; Albert C. Yang; Yijun Wang 001; et al. (EMBC, 2013)

A mobile SSVEP-based brain-computer interface for freely moving humans: The robustness of canonical correlation analysis to motion artifacts. - Yuan-Pin Lin; Yijun Wang 001; Tzyy-Ping Jung (EMBC, 2013)

Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG. - Tim R. Mullen; Christian Kothe; Yu Mike Chi; Alejandro Ojeda; Trevor Kerth; Scott Makeig; Gert Cauwenberghs; Tzyy-Ping Jung (EMBC, 2013)

An approximation approach for rendering visual flickers in SSVEP-based BCI using monitor refresh rate. - Masaki Nakanishi; Yijun Wang 001; Yu-Te Wang; Yasue Mitsukura; Tzyy-Ping Jung (EMBC, 2013)

An efficient VLSI implementation of on-line recursive ICA processor for real-time multi-channel EEG signal separation. - Wei-Yeh Shih; Jui-Chieh Liao; Kuan-Ju Huang; Wai-Chi Fang; Gert Cauwenberghs; Tzyy-Ping Jung (EMBC, 2013)

Developing stimulus presentation on mobile devices for a truly portable SSVEP-based BCI. - Yu-Te Wang; Yijun Wang 001; Chung-Kuan Cheng; Tzyy-Ping Jung (EMBC, 2013)

A Practical Mobile Dry EEG System for Human Computer Interfaces. - Yu M. Chi; Yijun Wang 001; Yu-Te Wang; Tzyy-Ping Jung; Trevor Kerth; Yuchen Cao (HCI (24), 2013)

A Real-World Neuroimaging System to Evaluate Stress. - Bret Kellihan; Tracy Jill Doty; W. David Hairston; Jonroy Canady; Keith W. Whitaker; Chin-Teng Lin; Tzyy-Ping Jung; Kaleb McDowell (HCI (24), 2013)

A Mobile Brain-Computer Interface for Freely Moving Humans. - Yuan-Pin Lin; Yijun Wang 001; Chun-Shu Wei; Tzyy-Ping Jung (HCI (5), 2013)

Tracking Attention Based on EEG Spectrum. - Yu-Kai Wang; Tzyy-Ping Jung; Shi-An Chen; Chin-Sheng Huang; Chin-Teng Lin (HCI (28), 2013)

A Collaborative Brain-Computer Interface for Accelerating Human Decision Making. - Peng Yuan; Yijun Wang 001; Xiaorong Gao; Tzyy-Ping Jung; Shangkai Gao (HCI (6), 2013)

Real-World Neuroimaging Technologies. - Kaleb McDowell; Chin-Teng Lin; Kelvin S. Oie; Tzyy-Ping Jung; Stephen M. Gordon; Keith W. Whitaker; Shih-Yu Li; Shao-Wei Lu; W. David Hairston (IEEE Access, 2013)

Smartphone Household Wireless Electroencephalogram Hat. - Harold H. Szu; Charles Hsu; Gyu Moon; Takeshi Yamakawa; Binh Q. Tran; Tzyy-Ping Jung; Joseph Landa (Appl. Comput. Intell. Soft Comput., 2013)

Guest Editorial - Special Issue on Selected Papers From BioCAS 2012. - Tzyy-Ping Jung; Philipp Häfliger (IEEE Trans. Biomed. Circuits Syst., 2013)

Compressed Sensing of EEG for Wireless Telemonitoring With Low Energy Consumption and Inexpensive Hardware. - Zhilin Zhang 002; Tzyy-Ping Jung; Scott Makeig; Bhaskar D. Rao (IEEE Trans. Biomed. Eng., 2013)

Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG Via Block Sparse Bayesian Learning. - Zhilin Zhang 002; Tzyy-Ping Jung; Scott Makeig; Bhaskar D. Rao (IEEE Trans. Biomed. Eng., 2013)

Hybrid frequency and phase coding for a high-speed SSVEP-based BCI speller. - Xiaogang Chen; Yijun Wang 001; Masaki Nakanishi; Tzyy-Ping Jung; Xiaorong Gao (EMBC, 2014)

An efficient ASIC implementation of 16-channel on-line recursive ICA processor for real-time EEG system. - Wai-Chi Fang; Kuan-Ju Huang; Chia-Ching Chou; Jui-Chung Chang; Gert Cauwenberghs; Tzyy-Ping Jung (EMBC, 2014)

Online recursive independent component analysis for real-time source separation of high-density EEG. - Sheng-Hsiou Hsu; Tim R. Mullen; Tzyy-Ping Jung; Gert Cauwenberghs (EMBC, 2014)

Enhancing unsupervised canonical correlation analysis-based frequency detection of SSVEPs by incorporating background EEG. - Masaki Nakanishi; Yijun Wang 001; Yu-Te Wang; Yasue Mitsukura; Tzyy-Ping Jung (EMBC, 2014)

Enhancing detection of steady-state visual evoked potentials using individual training data. - Yijun Wang 001; Masaki Nakanishi; Yu-Te Wang; Tzyy-Ping Jung (EMBC, 2014)

Resting state and task-related brain dynamics supporting insight. - Ying Choon Wu; Melody Jung; Derrick Lock; Eric Chao; Jerome Swartz; Tzyy-Ping Jung (EMBC, 2014)

Augmented Brain Computer Interaction Based on Fog Computing and Linked Data. - John K. Zao; Tchin Tze Gan; Chun Kai You; Sergio Jose Rodriguez Mendez; Cheng En Chung; Yu-Te Wang; Tim R. Mullen; Tzyy-Ping Jung (Intelligent Environments, 2014)

Exploring day-to-day variability in EEG-based emotion classification. - Yuan-Pin Lin; Tzyy-Ping Jung (SMC, 2014)

Eye movements predict students' computer-based assessment performance of physics concepts in different presentation modalities. - Sheng-Chang Chen; Hsiao-Ching She; Ming-Hua Chuang; Jiun-Yu Wu; Jie-Li Tsai; Tzyy-Ping Jung (Comput. Educ., 2014)

Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals. - Zhilin Zhang 002; Tzyy-Ping Jung; Scott Makeig; Zhouyue Pi; Bhaskar D. Rao (CoRR, 2014)

A High-Speed Brain Speller using steady-State Visual evoked potentials. - Masaki Nakanishi; Yijun Wang 001; Yu-Te Wang; Yasue Mitsukura; Tzyy-Ping Jung (Int. J. Neural Syst., 2014)

Kinesthesia in a sustained-attention driving task. - Chun-Hsiang Chuang; Li-Wei Ko; Tzyy-Ping Jung; Chin-Teng Lin (NeuroImage, 2014)

Cortical surface alignment in multi-subject spatiotemporal independent EEG source imaging. - Arthur C. Tsai; Tzyy-Ping Jung; Vincent S. C. Chien; Alexander N. Savostyanov; Scott Makeig (NeuroImage, 2014)

Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. - Siamak Yousefi; Michael H. Goldbaum; Madhusudhanan Balasubramanian; Tzyy-Ping Jung; Robert N. Weinreb; Felipe A. Medeiros; Linda M. Zangwill; Jeffrey M. Liebmann; Christopher A. Girkin; Christopher Bowd (IEEE Trans. Biomed. Eng., 2014)

Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data. - Mehdi Hajinoroozi; Tzyy-Ping Jung; Chin-Teng Lin; Yufei Huang 001 (ChinaSIP, 2015)

Tracking non-stationary EEG sources using adaptive online recursive independent component analysis. - Sheng-Hsiou Hsu; Luca Pion-Tonachini; Tzyy-Ping Jung; Gert Cauwenberghs (EMBC, 2015)

Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification. - Ping-Keng Jao; Yuan-Pin Lin; Yi-Hsuan Yang; Tzyy-Ping Jung (EMBC, 2015)

A dynamic stopping method for improving performance of steady-state visual evoked potential based brain-computer interfaces. - Masaki Nakanishi; Yijun Wang 001; Yu-Te Wang; Tzyy-Ping Jung (EMBC, 2015)

Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization. - Luca Pion-Tonachini; Sheng-Hsiou Hsu; Scott Makeig; Tzyy-Ping Jung; Gert Cauwenberghs (EMBC, 2015)

Estimating direction and depth of visual fixation using electrooculography. - Cory Stevenson; Tzyy-Ping Jung; Gert Cauwenberghs (EMBC, 2015)

Developing an online steady-state visual evoked potential-based brain-computer interface system using EarEEG. - Yu-Te Wang; Masaki Nakanishi; Simon Lind Kappel; Preben Kidmose; Danilo P. Mandic; Yijun Wang 001; Chung-Kuan Cheng; Tzyy-Ping Jung (EMBC, 2015)

Toward non-hair-bearing brain-computer interfaces for neurocognitive lapse detection. - Chun-Shu Wei; Yu-Te Wang; Chin-Teng Lin; Tzyy-Ping Jung (EMBC, 2015)

The Wearable Multimodal Monitoring System: A Platform to Study Falls and Near-Falls in the Real-World. - Tracy Jill Doty; Bret Kellihan; Tzyy-Ping Jung; John K. Zao; Irene Litvan (HCI (26), 2015)

Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals. - Yuan-Pin Lin; Sheng-Hsiou Hsu; Tzyy-Ping Jung (HCI (15), 2015)

Validating online recursive independent component analysis on EEG data. - Sheng-Hsiou Hsu; Tim R. Mullen; Tzyy-Ping Jung; Gert Cauwenberghs (NER, 2015)

Monitoring and Analysis of Multiplicative Characteristic Variations for Adhesive Electrode by Using Self-Electrocardiogram Signals. - Jingyi Song; Chun-Shu Wei; Tzyy-Ping Jung; Yikai Wang (SMC, 2015)

Selective Transfer Learning for EEG-Based Drowsiness Detection. - Chun-Shu Wei; Yuan-Pin Lin; Yu-Te Wang; Tzyy-Ping Jung; Nima Bigdely Shamlo; Chin-Teng Lin (SMC, 2015)

Neural Correlates of Mathematical Problem Solving. - Chun-Ling Lin; Melody Jung; Ying Choon Wu; Hsiao-Ching She; Tzyy-Ping Jung (Int. J. Neural Syst., 2015)

Detecting glaucomatous change in visual fields: Analysis with an optimization framework. - Siamak Yousefi; Michael H. Goldbaum; Ehsan Shahrian Varnousfaderani; Akram Belghith; Tzyy-Ping Jung; Felipe A. Medeiros; Linda M. Zangwill; Robert N. Weinreb; Jeffrey M. Liebmann; Christopher A. Girkin; Christopher Bowd (J. Biomed. Informatics, 2015)

Real-Time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG. - Tim R. Mullen; Christian Andreas Kothe; Yu Mike Chi; Alejandro Ojeda; Trevor Kerth; Scott Makeig; Tzyy-Ping Jung; Gert Cauwenberghs (IEEE Trans. Biomed. Eng., 2015)

MoBI-Box: A next generation Mobile Brain-Body Imaging Platform. - Ying Choon Wu; Jeffery Wang; Andrew Tran; Alex Schperberg; John Caldwell; Tzyy-Ping Jung; Po-Chih Kuo (CogSIMA, 2016)

Transfer learning with large-scale data in brain-computer interfaces. - Chun-Shu Wei; Yuan-Pin Lin; Yu-Te Wang; Chin-Teng Lin; Tzyy-Ping Jung (EMBC, 2016)

Modeling and Tracking Brain Nonstationarity in a Sustained Attention Task. - Sheng-Hsiou Hsu; Tzyy-Ping Jung (HCI (13), 2016)

Predicting EEG Sample Size Required for Classification Calibration. - Zijing Mao; Tzyy-Ping Jung; Chin-Teng Lin; Yufei Huang 001 (HCI (13), 2016)

Session-to-Session Transfer in Detecting Steady-State Visual Evoked Potentials with Individual Training Data. - Masaki Nakanishi; Yijun Wang 001; Tzyy-Ping Jung (HCI (13), 2016)

Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis. - Chun-Shu Wei; Yuan-Pin Lin; Tzyy-Ping Jung (HCI (13), 2016)

Augmenting VR/AR Applications with EEG/EOG Monitoring and Oculo-Vestibular Recoupling. - John K. Zao; Tzyy-Ping Jung; Hung-Ming Chang; Tchin Tze Gan; Yu-Te Wang; Yuan-Pin Lin; Wen-Hao Liu; Guang-Yu Zheng; Chin-Kuo Lin; Chia-Hung Lin; Yu-Yi Chien; Fang-Cheng Lin; et al. (HCI (13), 2016)

An EEG-Based Fatigue Detection and Mitigation System. - Kuan-Chih Huang; Teng-Yi Huang; Chun-Hsiang Chuang; Jung-Tai King; Yu-Kai Wang; Chin-Teng Lin; Tzyy-Ping Jung (Int. J. Neural Syst., 2016)

EEG-based prediction of driver's cognitive performance by deep convolutional neural network. - Mehdi Hajinoroozi; Zijing Mao; Tzyy-Ping Jung; Chin-Teng Lin; Yufei Huang 001 (Signal Process. Image Commun., 2016)

Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks. - Junhua Li; Yijun Wang 001; Liqing Zhang 001; Andrzej Cichocki; Tzyy-Ping Jung (IEEE Trans. Cogn. Dev. Syst., 2016)

Independent component analysis-based spatial filtering improves template-based SSVEP detection. - Masaki Nakanishi; Yijun Wang 001; Sheng-Hsiou Hsu; Yu-Te Wang; Tzyy-Ping Jung (EMBC, 2017)

An Affordable Bio-Sensing and Activity Tagging Platform for HCI Research. - Siddharth 001; Aashish N. Patel; Tzyy-Ping Jung; Terrence J. Sejnowski (HCI (14), 2017)

Does frequency resolution affect the classification performance of steady-state visual evoked potentials? - Masaki Nakanishi; Yijun Wang 001; Yu-Te Wang; Tzyy-Ping Jung (NER, 2017)

EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features. - Dongrui Wu; Brent J. Lance; Vernon J. Lawhern; Stephen M. Gordon; Tzyy-Ping Jung; Chin-Teng Lin (CoRR, 2017)

Editorial Message: Special Issue on Fuzzy Brain-Computer Interface Systems. - Yi-Hung Liu; Tzyy-Ping Jung; Chin-Teng Lin; Lun-De Liao (Int. J. Fuzzy Syst., 2017)

Fall Prediction and Prevention Systems: Recent Trends, Challenges, and Future Research Directions. - Ramesh Rajagopalan; Irene Litvan; Tzyy-Ping Jung (Sensors, 2017)

Exploring Mental State Changes during Hypnotherapy using Adaptive Mixture Independent Component Analysis of EEG. - Sheng-Hsiou Hsu; Yihan Zi; Ying Choon Wu; Paula Marie Jackson; Tzyy-Ping Jung (BioCAS, 2018)

Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal. - Chi-Yuan Chang; Sheng-Hsiou Hsu; Luca Pion-Tonachini; Tzyy-Ping Jung (EMBC, 2018)

Transferring Shared Responses Across Electrode Montages for Facilitating Calibration in High-Speed Brain Spellers. - Masaki Nakanishi; Yu-Te Wang; Tzyy-Ping Jung (EMBC, 2018)

Online Automatic Artifact Rejection using the Real-time EEG Source-mapping Toolbox (REST). - Luca Pion-Tonachini; Sheng-Hsiou Hsu; Chi-Yuan Chang; Tzyy-Ping Jung; Scott Makeig (EMBC, 2018)

Multi-modal Approach for Affective Computing. - Siddharth 001; Tzyy-Ping Jung; Terrence J. Sejnowski (EMBC, 2018)

Optimizing Phase Intervals for Phase-Coded SSVEP-Based BCIs With Template-Based Algorithm. - Masaki Nakanishi; Yu-Te Wang; Tzyy-Ping Jung (SMC, 2018)

Exploring Human Variability in Steady-State Visual Evoked Potentials. - Chun-Shu Wei; Masaki Nakanishi; Kuan-Jung Chiang; Tzyy-Ping Jung (SMC, 2018)

Cross-Subject Transfer Learning on High-Speed Steady-State Visual Evoked Potential-Based Brain-Computer Interface. - Kuan-Jung Chiang; Chun-Shu Wei; Masaki Nakanishi; Tzyy-Ping Jung (CoRR, 2018)

Neural Oscillation Correlates Chemistry Decision-Making. - Li-Yu Huang; Hsiao-Ching She; Tzyy-Ping Jung (Int. J. Neural Syst., 2018)

Modeling brain dynamic state changes with adaptive mixture independent component analysis. - Sheng-Hsiou Hsu; Luca Pion-Tonachini; Jason A. Palmer; Makoto Miyakoshi; Scott Makeig; Tzyy-Ping Jung (NeuroImage, 2018)

A subject-transfer framework for obviating inter- and intra-subject variability in EEG-based drowsiness detection. - Chun-Shu Wei; Yuan-Pin Lin; Yu-Te Wang; Chin-Teng Lin; Tzyy-Ping Jung (NeuroImage, 2018)

Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis. - Masaki Nakanishi; Yijun Wang 001; Xiaogang Chen; Yu-Te Wang; Xiaorong Gao; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2018)

A Brain-Computer Interface Based on Miniature-Event-Related Potentials Induced by Very Small Lateral Visual Stimuli. - Minpeng Xu; Xiaolin Xiao; Yijun Wang 001; Hongzhi Qi; Tzyy-Ping Jung; Dong Ming (IEEE Trans. Biomed. Eng., 2018)

Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). - Dongrui Wu; Jung-Tai King; Chun-Hsiang Chuang; Chin-Teng Lin; Tzyy-Ping Jung (IEEE Trans. Fuzzy Syst., 2018)

Decision-Making in a Social Multi-Armed Bandit Task: Behavior, Electrophysiology and Pupillometry. - Julia Adrian; Siddharth 001; Zain Baquar; Tzyy-Ping Jung; Gedeon O. Deák (CogSci, 2019)

A comparison of classification methods for recognizing single-trial P300 in brain-computer interfaces. - Xiaolin Xiao; Minpeng Xu; Yijun Wang 001; Tzyy-Ping Jung; Dong Ming (EMBC, 2019)

Effects of stimulus position on the classification of miniature asymmetric VEPs for brain-computer interfaces. - Minpeng Xu; Xiaoyu Zhou; Xiaolin Xiao; Yijun Wang 001; Tzyy-Ping Jung; Dong Ming (EMBC, 2019)

Hardware-oriented Memory-limited Online Fastica Algorithm and Hardware Architecture for Signal Separation. - Lan-Da Van; Tsung-Che Lu; Tzyy-Ping Jung; Jo-Fu Wang (ICASSP, 2019)

White-Box Target Attack for EEG-Based BCI Regression Problems. - Lubin Meng; Chin-Teng Lin; Tzyy-Ping Jung; Dongrui Wu (ICONIP (1), 2019)

Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces. - Kuan-Jung Chiang; Chun-Shu Wei; Masaki Nakanishi; Tzyy-Ping Jung (NER, 2019)

EEG-Based User Authentication Using a Convolutional Neural Network. - Ting Yu; Chun-Shu Wei; Kuan-Jung Chiang; Masaki Nakanishi; Tzyy-Ping Jung (NER, 2019)

Target Classification in a Novel SSVEP-RSVP Based BCI Gaming System. - Tapsya Nayak; Li-Wei Ko; Tzyy-Ping Jung; Yufei Huang 001 (SMC, 2019)

Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events. - Sharaj Panwar; Paul Rad; Tzyy-Ping Jung; Yufei Huang 001 (CoRR, 2019)

A Wearable Multi-Modal Bio-Sensing System Towards Real-World Applications. - Siddharth 001; Aashish N. Patel; Tzyy-Ping Jung; Terrence J. Sejnowski (IEEE Trans. Biomed. Eng., 2019)

Statistically Optimized Spatial Filtering in Decoding Steady-State Visual Evoked Potentials Based on Task-Related Component Analysis. - Kuan-Jung Chiang; Masaki Nakanishi; Tzyy-Ping Jung (EMBC, 2020)

'Write' but not 'spell' Chinese characters with a BCI-controlled robot*. - Jin Han; Minpeng Xu; Yijun Wang 001; Jiabei Tang; Miao Liu; Xingwei An; Tzyy-Ping Jung; Dong Ming (EMBC, 2020)

Using SSVEP-BCI to Continuous Control a Quadcopter with 4-DOF Motions*. - Jie Mei; Minpeng Xu; Lijie Wang; Yufeng Ke; Yijun Wang 001; Tzyy-Ping Jung; Dong Ming (EMBC, 2020)

Enhancing performance of SSVEP-based BCI by unsupervised learning information from test trials*. - Lijie Wang; Minpeng Xu; Jie Mei; Jin Han; Yijun Wang 001; Tzyy-Ping Jung; Dong Ming (EMBC, 2020)

A brain-computer interface based on high-frequency steady-state asymmetric visual evoked potentials*. - Liang Yue; Xiaolin Xiao; Minpeng Xu; Long Chen 017; Yijun Wang 001; Tzyy-Ping Jung; Dong Ming (EMBC, 2020)

Evaluation of Low-end Virtual Reality Content of Cultural Heritage: A Preliminary Study with Eye Movement. - Tzi-Dong Jeremy Ng; Weichen Liu; Xiao Hu 001; Tzyy-Ping Jung (JCDL, 2020)

Examining the Relationship between EEG Dynamics and Emotion Ratings during Video Watching using Adaptive Mixture Independent Component Analysis. - Shihan Ran; Sheng-Hsiou Hsu; Tzyy-Ping Jung (SMC, 2020)

Common Cross-Spectral Patterns of Electroencephalography for Reliable Cognitive Task Identification. - Haifeng Li 001; Shang Feng; Lin Ma 003; Zhongliang Xu; Ruifeng Xu; Tzyy-Ping Jung (IEEE Access, 2020)

A Brain-Computer Interface Based on Multifocal SSVEPs Detected by Inter-Task-Related Component Analysis. - Jiabei Tang; Minpeng Xu; Zheng Liu; Jingjuan Qiao; Shuang Liu 004; Shanguang Chen; Tzyy-Ping Jung; Dong Ming (IEEE Access, 2020)

Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything. - Xiao Zhang 035; Dongrui Wu; Lieyun Ding; Hanbin Luo; Chin-Teng Lin; Tzyy-Ping Jung (CoRR, 2020)

A Virtual Reality Game as a Tool to Assess Physiological Correlations of Stress. - Daniel H. Lee; Tzyy-Ping Jung (CoRR, 2020)

EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. - Lubin Meng; Jian Huang 001; Zhigang Zeng; Xue Jiang; Shan Yu; Tzyy-Ping Jung; Chin-Teng Lin; Ricardo Chavarriaga; Dongrui Wu (CoRR, 2020)

Evaluation of Artifact Subspace Reconstruction for Automatic Artifact Components Removal in Multi-Channel EEG Recordings. - Chi-Yuan Chang; Sheng-Hsiou Hsu; Luca Pion-Tonachini; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2020)

Developing a Novel Tactile P300 Brain-Computer Interface With a Cheeks-Stim Paradigm. - Jing Jin 001; Zongmei Chen; Ren Xu; Yangyang Miao; Xingyu Wang 004; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2020)

Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses. - Masaki Nakanishi; Yu-Te Wang; Chun-Shu Wei; Kuan-Jung Chiang; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2020)

Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components. - Xiaolin Xiao; Minpeng Xu; Jing Jin 001; Yijun Wang 001; Tzyy-Ping Jung; Dong Ming (IEEE Trans. Biomed. Eng., 2020)

Implementing Over 100 Command Codes for a High-Speed Hybrid Brain-Computer Interface Using Concurrent P300 and SSVEP Features. - Minpeng Xu; Jin Han; Yijun Wang 001; Tzyy-Ping Jung; Dong Ming (IEEE Trans. Biomed. Eng., 2020)

Affective response to volitional input perturbations in obstacle avoidance and target tracking games. - Aashish N. Patel; Geeling Chau; Cheng Chang; Allan Sun; Jingya Huang; Tzyy-Ping Jung; Vikash Gilja (EMBC, 2021)

Improving Transfer Performance of Deep Learning with Adaptive Batch Normalization for Brain-computer Interfaces*. - Lichao Xu; Zhen Ma; Jiayuan Meng; Minpeng Xu; Tzyy-Ping Jung; Dong Ming (EMBC, 2021)

Physiological Correlates of Time Stress During Game Play. - Daniel H. Lee; Tzyy-Ping Jung (HCI (37), 2021)

A Computation-Aware TPL Utilization Procedure for Parallelizing the FastICA Algorithm on a Multi-Core CPU. - Lan-Da Van; Tao-Jung Wang; Sing-Jia Tzeng; Tzyy-Ping Jung (MCSoC, 2021)

A Comparison Study of Single- and Multiple-Target Stimulation Methods for Eliciting Steady-State Visual Evoked Potentials. - Chuyang Xiao; Kuan-Jung Chiang; Masaki Nakanishi; Tzyy-Ping Jung (NER, 2021)

Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning. - Kuan-Jung Chiang; Chun-Shu Wei; Masaki Nakanishi; Tzyy-Ping Jung (CoRR, 2021)

Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. - Chun-Shu Wei; Corey J. Keller; Junhua Li; Yuan-Pin Lin; Masaki Nakanishi; Johanna Wagner; Wei Wu 022; Yu Zhang 009; Tzyy-Ping Jung (Frontiers Comput. Neurosci., 2021)

Transferring Subject-Specific Knowledge Across Stimulus Frequencies in SSVEP-Based BCIs. - Chi Man Wong; Ze Wang 001; Agostinho C. Rosa; C. L. Philip Chen; Tzyy-Ping Jung; Yong Hu 003; Feng Wan (IEEE Trans Autom. Sci. Eng., 2021)

Hardware-Oriented Memory-Limited Online Artifact Subspace Reconstruction (HMO-ASR) Algorithm. - Lan-Da Van; You-Cheng Tu; Chi-Yuan Chang; Hsiang-Jen Wang; Tzyy-Ping Jung (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications. - Xiaotong Gu; Zehong Cao; Alireza Jolfaei; Peng Xu 001; Dongrui Wu; Tzyy-Ping Jung; Chin-Teng Lin (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding. - Poyuan Jeng; Chun-Shu Wei; Tzyy-Ping Jung; Li-Chun Wang 001 (IEEE J. Biomed. Health Informatics, 2021)

The Current Research of Combining Multi-Modal Brain-Computer Interfaces With Virtual Reality. - Dong Wen 002; Bingbing Liang; Yanhong Zhou; Hongqian Chen; Tzyy-Ping Jung (IEEE J. Biomed. Health Informatics, 2021)

Varying Stressors in a Game with a Purpose Changes Human Stress Levels. - Timothy Lee; Andrew Chu; Tzyy-Ping Jung (HCI (48), 2022)

Optimization of Stimulus Color for SSVEP-Based Brain-Computer Interfaces in Mixed Reality. - Feng He 005; Jieyu Wu; Xiaolin Xiao; Runyuan Gao; Weibo Yi; Yuanfang Chen; Minpeng Xu; Tzyy-Ping Jung; Dong Ming (HBAI@IJCAI, 2022)

A Comparison Study of Egocentric and Allocentric Visual Feedback for Motor-Imagery Brain-Computer Interfaces. - Dylan Lee Davis; Masaki Nakanishi; Tzyy-Ping Jung (SMC, 2022)

Online Component Analysis, Architectures and Applications. - João B. O. Souza Filho; Lan-Da Van; Tzyy-Ping Jung; Paulo S. R. Diniz (Found. Trends Signal Process., 2022)

IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. - Chun-Hsiang Chuang; Kong-Yi Chang; Chih-Sheng Huang; Tzyy-Ping Jung (NeuroImage, 2022)

Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG. - Sheng-Hsiou Hsu; Yayu Lin; Julie Onton; Tzyy-Ping Jung; Scott Makeig (NeuroImage, 2022)

Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing. - Siddharth 001; Tzyy-Ping Jung; Terrence J. Sejnowski (IEEE Trans. Affect. Comput., 2022)

Alpha Correlates of Practice During Mental Preparation for Motor Imagery. - Mauro Nascimben; Yu-Kai Wang; Jung-Tai King; Tzyy-Ping Jung; Jonathan Touryan; Brent J. Lance; Chin-Teng Lin (IEEE Trans. Cogn. Dev. Syst., 2022)

Recognizing Tonal and Nontonal Mandarin Sentences for EEG-Based Brain-Computer Interface. - Shiau-Ru Yang; Tzyy-Ping Jung; Chin-Teng Lin; Kuan-Chih Huang; Chun-Shu Wei; Herming Chiueh; Yue-Loong Hsin; Guan-Ting Liou; Li-Chun Wang 001 (IEEE Trans. Cogn. Dev. Syst., 2022)

Online Adaptation Boosts SSVEP-Based BCI Performance. - Chi Man Wong; Ze Wang 001; Masaki Nakanishi; Boyu Wang 004; Agostinho C. Rosa; C. L. Philip Chen; Tzyy-Ping Jung; Feng Wan (IEEE Trans. Biomed. Eng., 2022)

Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario. - Kuan-Jung Chiang; Steven Dong; Chung-Kuan Cheng; Tzyy-Ping Jung (CoRR, 2023)

ChatGPT-BCI: Word-Level Neural State Classification Using GPT, EEG, and Eye-Tracking Biomarkers in Semantic Inference Reading Comprehension. - Yuhong Zhang; Qin Li; Sujal Nahata; Tasnia Jamal; Shih-kuen Cheng; Gert Cauwenberghs; Tzyy-Ping Jung (CoRR, 2023)

Human Brain Dynamics and Coordination Reflect the Task Difficulty of Optical Image Relational Reasoning. - Wen-Chi Chou; Hsiao-Ching She; Tzyy-Ping Jung (Int. J. Neural Syst., 2023)

Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network. - Shun Liu; Chi Man Wong; Xucheng Liu; Hongtao Wang 001; Anastasios Bezerianos; Yu Sun 014; Tzyy-Ping Jung; Feng Wan (IEEE Trans. Instrum. Meas., 2023)

Stimulus-Stimulus Transfer Based on Time-Frequency-Joint Representation in SSVEP-Based BCIs. - Ze Wang 001; Chi Man Wong; Agostinho C. Rosa; Tao Qian 001; Tzyy-Ping Jung; Feng Wan (IEEE Trans. Biomed. Eng., 2023)

Data Augmentation of SSVEPs Using Source Aliasing Matrix Estimation for Brain-Computer Interfaces. - Ruixin Luo; Minpeng Xu; Xiaoyu Zhou; Xiaolin Xiao; Tzyy-Ping Jung; Dong Ming (IEEE Trans. Biomed. Eng., 2023)

Diversity and Suitability of the State-of-the-Art Wearable and Wireless EEG Systems Review. - Congying He; Yu-Yi Chen; Chun-Ren Phang; Cory Stevenson; I-Ping Chen; Tzyy-Ping Jung; Li-Wei Ko (IEEE J. Biomed. Health Informatics, 2023)

Empirical validation of task-related component analysis reformulation for computational complexity reduction. - Kuan-Jung Chiang; Chi Man Wong; Feng Wan; Tzyy-Ping Jung; Masaki Nakanishi (Biomed. Signal Process. Control., 2023)

A multimodal approach to estimating vigilance in SSVEP-based BCI. - Kangning Wang 005; Shuang Qiu 002; Wei Wei 046; Yukun Zhang; Shengpei Wang; Huiguang He; Minpeng Xu; Tzyy-Ping Jung; Dong Ming (Expert Syst. Appl., 2023)

Gaze intersection points reveal the onset of visual processing during eye and head movement. - Weichen Liu; Cory Stevenson; Chi-Yuan Chang; Steven M. Thurman; Russell A. Cohen Hoffing; Tzyy-Ping Jung; Ying Choon Wu (EMBC, 2024)

From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking. - Yuhong Zhang; Shilai Yang; Gert Cauwenberghs; Tzyy-Ping Jung (EMBC, 2024)

Forecasting Slow-Wave Sleep Deficiency Through Stress-Related Markers in Forehead EEG. - Cheng-Hua Su; Li-Wei Ko; Tzyy-Ping Jung; Julie Onton; Shey-Cherng Tzou; Jia-chi Juang; Chung-Yao Hsu (SMC, 2024)

A radial basis deformable residual convolutional neural model embedded with local multi-modal feature knowledge and its application in cross-subject classification. - Jingjing Li; Yanhong Zhou; Tiange Liu; Tzyy-Ping Jung; Xianglong Wan; Dingna Duan; Danyang Li; Hao Yu; Haiqing Song; Xianling Dong; Dong Wen 002 (Expert Syst. Appl., 2024)

Activation network improves spatiotemporal modelling of human brain communication processes. - Xucheng Liu; Ze Wang 001; Shun Liu; Lianggeng Gong; Pedro A. Valdés-Sosa; Benjamin Becker; Tzyy-Ping Jung; Xi-jian Dai; Feng Wan (NeuroImage, 2024)

Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI Performance. - Bo-Yu Tsai; Sandeep Vara Sankar Diddi; Li-Wei Ko; Shuu-Jiun Wang; Chi-Yuan Chang; Tzyy-Ping Jung (IEEE Trans. Neural Networks Learn. Syst., 2024)

Time-Frequency-Space EEG Decoding Model Based on Dense Graph Convolutional Network for Stroke. - Jiancai Leng; Han Li; Weiyou Shi; Licai Gao; Chengyan Lv; Chen Wang; Fangzhou Xu; Yang Zhang 111; Tzyy-Ping Jung (IEEE J. Biomed. Health Informatics, 2024)

A novel AI-driven EEG generalized classification model for cross-subject and cross-scene analysis. - Jingjing Li; Ching-Hung Lee; Yanhong Zhou; Tiange Liu; Tzyy-Ping Jung; Xianglong Wan; Dingna Duan; Dong-Qing Wei (Adv. Eng. Informatics, 2025)

Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients. - Jiancai Leng; Jiaqi Zhao; Yongjian Wu; Chengyan Lv; Zhixiao Lun; Yanzi Li; Chao Zhang; Bin Zhang; Yang Zhang 111; Fangzhou Xu; Changsong Yi; Tzyy-Ping Jung (Int. J. Neural Syst., 2025)

MetaNIRS: A general decoding framework for fNIRS based motor execution/imagery. - Yu Li; Yu Sun 014; Feng Wan; Zhen Yuan; Tzyy-Ping Jung; Hongtao Wang 001 (Neural Networks, 2025)

Enhancing motor imagery EEG classification with a Riemannian geometry-based spatial filtering (RSF) method. - Lincong Pan; Kun Wang 053; Yongzhi Huang 001; Xinwei Sun 006; Jiayuan Meng; Weibo Yi; Minpeng Xu; Tzyy-Ping Jung; Dong Ming (Neural Networks, 2025)

A High-DOF BCI Control Strategy Mapping Discrete Commands to Continuous Motion for a Drone. - Jie Mei; Weize Chen; Ang Li; Yongzhi Huang 001; Xiaolin Xiao; Kun Wang 053; Weibo Yi; Tzyy-Ping Jung; Minpeng Xu; Dong Ming (IEEE Trans Autom. Sci. Eng., 2025)

Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion. - Fangzhou Xu; Weiyou Shi; Chengyan Lv; Yuan Sun; Shuai Guo; Chao Feng 003; Yang Zhang 111; Tzyy-Ping Jung; Jiancai Leng (Int. J. Neural Syst., 2025)

A Growing Bubble Speller Paradigm for Brain-Computer Interface Based on Event-Related Potentials. - Jing Jin 001; Xueqing Zhao; Ian Daly; Shurui Li 001; Xingyu Wang 004; Andrzej Cichocki; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2025)

From Theory to Application: Fine-Tuning Large EEG Model with Real-World Stress Data. - Siwen Wang; Shitou Zhang; Wan-Lin Chen; Dung Truong; Tzyy-Ping Jung (CoRR, 2025)

Graph Representations for Reading Comprehension Analysis using Large Language Model and Eye-Tracking Biomarker. - Yuhong Zhang; Jialu Li; Shilai Yang; Yuchen Xu 002; Gert Cauwenberghs; Tzyy-Ping Jung (CoRR, 2025)