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ORCIDTzyy-Ping Jung
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- affiliation: University of California, San Diego, CA, USA
- affiliation: Ohio State University, Columbus, OH, USA
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Journal Articles
- 2025
[j79]Jingjing Li, Ching-Hung Lee, Yanhong Zhou, Tiange Liu, Tzyy-Ping Jung, Xianglong Wan, Dingna Duan, Dong-Qing Wei:
A novel AI-driven EEG generalized classification model for cross-subject and cross-scene analysis. Adv. Eng. Informatics 63: 102971 (2025)- 2024
- [j78]Jingjing Li, Yanhong Zhou, Tiange Liu, Tzyy-Ping Jung, Xianglong Wan, Dingna Duan, Danyang Li, Hao Yu, Haiqing Song, Xianling Dong, Dong Wen:
A radial basis deformable residual convolutional neural model embedded with local multi-modal feature knowledge and its application in cross-subject classification. Expert Syst. Appl. 257: 125089 (2024) - [j77]Xucheng Liu
, Ze Wang, Shun Liu, Lianggeng Gong, Pedro A. Valdés-Sosa, Benjamin Becker, Tzyy-Ping Jung, Xi-jian Dai, Feng Wan:
Activation network improves spatiotemporal modelling of human brain communication processes. NeuroImage 285: 120472 (2024) - [j76]Jiancai Leng, Han Li, Weiyou Shi, Licai Gao, Chengyan Lv, Chen Wang, Fangzhou Xu, Yang Zhang, Tzyy-Ping Jung:
Time-Frequency-Space EEG Decoding Model Based on Dense Graph Convolutional Network for Stroke. IEEE J. Biomed. Health Informatics 28(9): 5214-5226 (2024) - [j75]Bo-Yu Tsai, Sandeep Vara Sankar Diddi, Li-Wei Ko, Shuu-Jiun Wang, Chi-Yuan Chang, Tzyy-Ping Jung:
Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI Performance. IEEE Trans. Neural Networks Learn. Syst. 35(1): 348-361 (2024) - 2023
- [j74]Kuan-Jung Chiang, Chi Man Wong, Feng Wan, Tzyy-Ping Jung, Masaki Nakanishi:
Empirical validation of task-related component analysis reformulation for computational complexity reduction. Biomed. Signal Process. Control. 86(Part A): 105220 (2023) - [j73]Kangning Wang, Shuang Qiu, Wei Wei, Yukun Zhang, Shengpei Wang, Huiguang He, Minpeng Xu, Tzyy-Ping Jung, Dong Ming:
A multimodal approach to estimating vigilance in SSVEP-based BCI. Expert Syst. Appl. 225: 120177 (2023) - [j72]Wen-Chi Chou, Hsiao-Ching She, Tzyy-Ping Jung:
Human Brain Dynamics and Coordination Reflect the Task Difficulty of Optical Image Relational Reasoning. Int. J. Neural Syst. 33(5): 2350018:1-2350018:17 (2023) - [j71]Ze Wang, Chi Man Wong, Agostinho C. Rosa, Tao Qian, Tzyy-Ping Jung, Feng Wan:
Stimulus-Stimulus Transfer Based on Time-Frequency-Joint Representation in SSVEP-Based BCIs. IEEE Trans. Biomed. Eng. 70(2): 603-615 (2023) - [j70]Ruixin Luo, Minpeng Xu, Xiaoyu Zhou, Xiaolin Xiao, Tzyy-Ping Jung, Dong Ming:
Data Augmentation of SSVEPs Using Source Aliasing Matrix Estimation for Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 70(6): 1775-1785 (2023) - [j69]Shun Liu, Chi Man Wong, Xucheng Liu, Hongtao Wang, Anastasios Bezerianos, Yu Sun, Tzyy-Ping Jung, Feng Wan:
Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j68]Congying He, Yu-Yi Chen, Chun-Ren Phang, Cory Stevenson, I-Ping Chen, Tzyy-Ping Jung, Li-Wei Ko:
Diversity and Suitability of the State-of-the-Art Wearable and Wireless EEG Systems Review. IEEE J. Biomed. Health Informatics 27(8): 3830-3843 (2023) - 2022
- [j67]João B. O. Souza Filho, Lan-Da Van, Tzyy-Ping Jung, Paulo S. R. Diniz:
Online Component Analysis, Architectures and Applications. Found. Trends Signal Process. 16(3-4): 224-429 (2022) - [j66]Sheng-Hsiou Hsu, Yayu Lin, Julie Onton, Tzyy-Ping Jung, Scott Makeig:
Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG. NeuroImage 249: 118873 (2022) - [j65]Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy-Ping Jung:
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. NeuroImage 263: 119586 (2022) - [j64]Siddharth, Tzyy-Ping Jung, Terrence J. Sejnowski:
Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing. IEEE Trans. Affect. Comput. 13(1): 96-107 (2022) - [j63]Mauro Nascimben, Yu-Kai Wang, Jung-Tai King, Tzyy-Ping Jung, Jonathan Touryan, Brent J. Lance, Chin-Teng Lin:
Alpha Correlates of Practice During Mental Preparation for Motor Imagery. IEEE Trans. Cogn. Dev. Syst. 14(1): 146-155 (2022) - [j62]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:
Recognizing Tonal and Nontonal Mandarin Sentences for EEG-Based Brain-Computer Interface. IEEE Trans. Cogn. Dev. Syst. 14(4): 1666-1677 (2022) - [j61]Chi Man Wong, Ze Wang, Masaki Nakanishi, Boyu Wang, Agostinho C. Rosa, C. L. Philip Chen, Tzyy-Ping Jung, Feng Wan:
Online Adaptation Boosts SSVEP-Based BCI Performance. IEEE Trans. Biomed. Eng. 69(6): 2018-2028 (2022) - 2021
- [j60]Chun-Shu Wei, Corey J. Keller, Junhua Li, Yuan-Pin Lin, Masaki Nakanishi, Johanna Wagner, Wei Wu, Yu Zhang, Tzyy-Ping Jung:
Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. Frontiers Comput. Neurosci. 15: 791129 (2021) - [j59]Chi Man Wong, Ze Wang, Agostinho C. Rosa, C. L. Philip Chen, Tzyy-Ping Jung, Yong Hu, Feng Wan:
Transferring Subject-Specific Knowledge Across Stimulus Frequencies in SSVEP-Based BCIs. IEEE Trans Autom. Sci. Eng. 18(2): 552-563 (2021) - [j58]Lan-Da Van, You-Cheng Tu, Chi-Yuan Chang, Hsiang-Jen Wang, Tzyy-Ping Jung:
Hardware-Oriented Memory-Limited Online Artifact Subspace Reconstruction (HMO-ASR) Algorithm. IEEE Trans. Circuits Syst. II Express Briefs 68(12): 3493-3497 (2021) - [j57]Xiaotong Gu, Zehong Cao, Alireza Jolfaei, Peng Xu, Dongrui Wu, Tzyy-Ping Jung, Chin-Teng Lin:
EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 18(5): 1645-1666 (2021) - [j56]Poyuan Jeng, Chun-Shu Wei, Tzyy-Ping Jung, Li-Chun Wang:
Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding. IEEE J. Biomed. Health Informatics 25(6): 1915-1925 (2021) - [j55]Dong Wen, Bingbing Liang, Yanhong Zhou, Hongqian Chen, Tzyy-Ping Jung:
The Current Research of Combining Multi-Modal Brain-Computer Interfaces With Virtual Reality. IEEE J. Biomed. Health Informatics 25(9): 3278-3287 (2021) - 2020
- [j54]Haifeng Li, Shang Feng, Lin Ma, Zhongliang Xu, Ruifeng Xu, Tzyy-Ping Jung:
Common Cross-Spectral Patterns of Electroencephalography for Reliable Cognitive Task Identification. IEEE Access 8: 17652-17662 (2020) - [j53]Jiabei Tang, Minpeng Xu, Zheng Liu, Jingjuan Qiao, Shuang Liu, Shanguang Chen, Tzyy-Ping Jung, Dong Ming:
A Brain-Computer Interface Based on Multifocal SSVEPs Detected by Inter-Task-Related Component Analysis. IEEE Access 8: 138539-138550 (2020) - [j52]Masaki Nakanishi, Yu-Te Wang, Chun-Shu Wei, Kuan-Jung Chiang, Tzyy-Ping Jung:
Facilitating Calibration in High-Speed BCI Spellers via Leveraging Cross-Device Shared Latent Responses. IEEE Trans. Biomed. Eng. 67(4): 1105-1113 (2020) - [j51]Chi-Yuan Chang, Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung:
Evaluation of Artifact Subspace Reconstruction for Automatic Artifact Components Removal in Multi-Channel EEG Recordings. IEEE Trans. Biomed. Eng. 67(4): 1114-1121 (2020) - [j50]Xiaolin Xiao, Minpeng Xu, Jing Jin, Yijun Wang, Tzyy-Ping Jung, Dong Ming:
Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components. IEEE Trans. Biomed. Eng. 67(8): 2266-2275 (2020) - [j49]Jing Jin, Zongmei Chen, Ren Xu, Yangyang Miao, Xingyu Wang, Tzyy-Ping Jung:
Developing a Novel Tactile P300 Brain-Computer Interface With a Cheeks-Stim Paradigm. IEEE Trans. Biomed. Eng. 67(9): 2585-2593 (2020) - [j48]Minpeng Xu, Jin Han, Yijun Wang, Tzyy-Ping Jung, Dong Ming:
Implementing Over 100 Command Codes for a High-Speed Hybrid Brain-Computer Interface Using Concurrent P300 and SSVEP Features. IEEE Trans. Biomed. Eng. 67(11): 3073-3082 (2020) - 2019
- [j47]Siddharth, Aashish N. Patel, Tzyy-Ping Jung, Terrence J. Sejnowski:
A Wearable Multi-Modal Bio-Sensing System Towards Real-World Applications. IEEE Trans. Biomed. Eng. 66(4): 1137-1147 (2019) - 2018
- [j46]Li-Yu Huang, Hsiao-Ching She, Tzyy-Ping Jung:
Neural Oscillation Correlates Chemistry Decision-Making. Int. J. Neural Syst. 28(3): 1750031:1-1750031:18 (2018) - [j45]Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung:
A subject-transfer framework for obviating inter- and intra-subject variability in EEG-based drowsiness detection. NeuroImage 174: 407-419 (2018) - [j44]Sheng-Hsiou Hsu, Luca Pion-Tonachini, Jason A. Palmer, Makoto Miyakoshi, Scott Makeig, Tzyy-Ping Jung:
Modeling brain dynamic state changes with adaptive mixture independent component analysis. NeuroImage 183: 47-61 (2018) - [j43]Masaki Nakanishi, Yijun Wang, Xiaogang Chen, Yu-Te Wang, Xiaorong Gao, Tzyy-Ping Jung:
Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis. IEEE Trans. Biomed. Eng. 65(1): 104-112 (2018) - [j42]Minpeng Xu, Xiaolin Xiao, Yijun Wang, Hongzhi Qi, Tzyy-Ping Jung, Dong Ming:
A Brain-Computer Interface Based on Miniature-Event-Related Potentials Induced by Very Small Lateral Visual Stimuli. IEEE Trans. Biomed. Eng. 65(5): 1166-1175 (2018) - [j41]Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin, Tzyy-Ping Jung:
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). IEEE Trans. Fuzzy Syst. 26(2): 771-781 (2018) - 2017
- [j40]Yi-Hung Liu, Tzyy-Ping Jung, Chin-Teng Lin, Lun-De Liao:
Editorial Message: Special Issue on Fuzzy Brain-Computer Interface Systems. Int. J. Fuzzy Syst. 19(2): 528 (2017) - [j39]Ramesh Rajagopalan, Irene Litvan, Tzyy-Ping Jung:
Fall Prediction and Prevention Systems: Recent Trends, Challenges, and Future Research Directions. Sensors 17(11): 2509 (2017) - 2016
- [j38]Kuan-Chih Huang, Teng-Yi Huang, Chun-Hsiang Chuang, Jung-Tai King, Yu-Kai Wang, Chin-Teng Lin, Tzyy-Ping Jung:
An EEG-Based Fatigue Detection and Mitigation System. Int. J. Neural Syst. 26(4): 1650018:1-1650018:14 (2016) - [j37]Mehdi Hajinoroozi, Zijing Mao, Tzyy-Ping Jung, Chin-Teng Lin, Yufei Huang:
EEG-based prediction of driver's cognitive performance by deep convolutional neural network. Signal Process. Image Commun. 47: 549-555 (2016) - [j36]Junhua Li, Yijun Wang, Liqing Zhang, Andrzej Cichocki, Tzyy-Ping Jung:
Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks. IEEE Trans. Cogn. Dev. Syst. 8(4): 298-308 (2016) - 2015
- [j35]Chun-Ling Lin, Melody Jung, Ying Choon Wu, Hsiao-Ching She, Tzyy-Ping Jung:
Neural Correlates of Mathematical Problem Solving. Int. J. Neural Syst. 25(2): 1550004:1-1550004:17 (2015) - [j34]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:
Detecting glaucomatous change in visual fields: Analysis with an optimization framework. J. Biomed. Informatics 58: 96-103 (2015) - [j33]Tim R. Mullen, Christian Andreas Kothe, Yu Mike Chi, Alejandro Ojeda, Trevor Kerth, Scott Makeig, Tzyy-Ping Jung, Gert Cauwenberghs:
Real-Time Neuroimaging and Cognitive Monitoring Using Wearable Dry EEG. IEEE Trans. Biomed. Eng. 62(11): 2553-2567 (2015) - 2014
- [j32]Sheng-Chang Chen, Hsiao-Ching She, Ming-Hua Chuang, Jiun-Yu Wu, Jie-Li Tsai, Tzyy-Ping Jung:
Eye movements predict students' computer-based assessment performance of physics concepts in different presentation modalities. Comput. Educ. 74: 61-72 (2014) - [j31]Masaki Nakanishi, Yijun Wang, Yu-Te Wang, Yasue Mitsukura, Tzyy-Ping Jung:
A High-Speed Brain Speller using steady-State Visual evoked potentials. Int. J. Neural Syst. 24(6) (2014) - [j30]Arthur C. Tsai, Tzyy-Ping Jung, Vincent S. C. Chien, Alexander N. Savostyanov, Scott Makeig:
Cortical surface alignment in multi-subject spatiotemporal independent EEG source imaging. NeuroImage 87: 297-310 (2014) - [j29]Chun-Hsiang Chuang, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin:
Kinesthesia in a sustained-attention driving task. NeuroImage 91: 187-202 (2014) - [j28]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:
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. IEEE Trans. Biomed. Eng. 61(4): 1143-1154 (2014) - 2013
- [j27]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:
Real-World Neuroimaging Technologies. IEEE Access 1: 131-149 (2013) - [j26]Harold H. Szu, Charles Hsu, Gyu Moon, Takeshi Yamakawa, Binh Q. Tran, Tzyy-Ping Jung, Joseph Landa:
Smartphone Household Wireless Electroencephalogram Hat. Appl. Comput. Intell. Soft Comput. 2013: 241489:1-241489:8 (2013) - [j25]Tzyy-Ping Jung, Philipp Häfliger:
Guest Editorial - Special Issue on Selected Papers From BioCAS 2012. IEEE Trans. Biomed. Circuits Syst. 7(5): 561-562 (2013) - [j24]Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao:
Compressed Sensing of EEG for Wireless Telemonitoring With Low Energy Consumption and Inexpensive Hardware. IEEE Trans. Biomed. Eng. 60(1): 221-224 (2013) - [j23]Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao:
Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG Via Block Sparse Bayesian Learning. IEEE Trans. Biomed. Eng. 60(2): 300-309 (2013) - 2012
- [j22]Chun-Ling Lin, Fu-Zen Shaw, Kuu-Young Young, Chin-Teng Lin, Tzyy-Ping Jung:
EEG correlates of haptic feedback in a visuomotor tracking task. NeuroImage 60(4): 2258-2273 (2012) - [j21]Shang-Wen Chuang, Li-Wei Ko, Yuan-Pin Lin, Ruey-Song Huang, Tzyy-Ping Jung, Chin-Teng Lin:
Co-modulatory spectral changes in independent brain processes are correlated with task performance. NeuroImage 62(3): 1469-1477 (2012) - [j20]Lun-De Liao, Chin-Teng Lin, Kaleb McDowell, Alma E. Wickenden, Klaus Gramann, Tzyy-Ping Jung, Li-Wei Ko, Jyh-Yeong Chang:
Biosensor Technologies for Augmented Brain-Computer Interfaces in the Next Decades. Proc. IEEE 100(Centennial-Issue): 1553-1566 (2012) - [j19]Klaus Gramann, Shawn Wing, Tzyy-Ping Jung, Erik Viirre, Bernhard E. Riecke:
Switching Spatial Reference Frames for Yaw and Pitch Navigation. Spatial Cogn. Comput. 12(2-3): 159-194 (2012) - 2010
- [j18]Shi-An Chen, Fu-Chang Lin, Tzu-Kuei Shen, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin:
An EEG-based Self-Constructed Neural Fuzzy System to Estimate Driver's Cognitive State. Aust. J. Intell. Inf. Process. Syst. 11(3) (2010) - [j17]Yu-Chieh Chen, Jeng-Ren Duann, Shang-Wen Chuang, Chun-Ling Lin, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin:
Spatial and temporal EEG dynamics of motion sickness. NeuroImage 49(3): 2862-2870 (2010) - [j16]Chin-Teng Lin, Kuan-Chih Huang, Chih-Feng Chao, Jian-Ann Chen, Tzai-Wen Chiu, Li-Wei Ko, Tzyy-Ping Jung:
Tonic and phasic EEG and behavioral changes induced by arousing feedback. NeuroImage 52(2): 633-642 (2010) - [j15]Yuan-Pin Lin, Chi-Hong Wang, Tzyy-Ping Jung, Tien-Lin Wu, Shyh-Kang Jeng, Jeng-Ren Duann, Jyh-Horng Chen:
EEG-Based Emotion Recognition in Music Listening. IEEE Trans. Biomed. Eng. 57(7): 1798-1806 (2010) - 2008
- [j14]Nikhil R. Pal, Chien-Yao Chuang, Li-Wei Ko, Chih-Feng Chao, Tzyy-Ping Jung, Sheng-Fu Liang, Chin-Teng Lin:
EEG-Based Subject- and Session-independent Drowsiness Detection: An Unsupervised Approach. EURASIP J. Adv. Signal Process. 2008 (2008) - [j13]Ruey-Song Huang, Tzyy-Ping Jung, Arnaud Delorme, Scott Makeig:
Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking. NeuroImage 39(4): 1896-1909 (2008) - [j12]Chin-Teng Lin, Li-Wei Ko, Jin-Chern Chiou, Jeng-Ren Duann, Ruey-Song Huang, Sheng-Fu Liang, Tzai-Wen Chiu, Tzyy-Ping Jung:
Noninvasive Neural Prostheses Using Mobile and Wireless EEG. Proc. IEEE 96(7): 1167-1183 (2008) - [j11]Yi Zhu, Amirali Shayan Arani, Wanping Zhang, Tong Lee Chen, Tzyy-Ping Jung, Jeng-Ren Duann, Scott Makeig, Chung-Kuan Cheng:
Analyzing High-Density ECG Signals Using ICA. IEEE Trans. Biomed. Eng. 55(11): 2528-2537 (2008) - 2006
- [j10]Arthur C. Tsai, Michelle Liou, Tzyy-Ping Jung, Julie Anne Onton, Philip E. Cheng, Chien-Chih Huang, Jeng-Ren Duann, Scott Makeig:
Mapping single-trial EEG records on the cortical surface through a spatiotemporal modality. NeuroImage 32(1): 195-207 (2006) - [j9]Chin-Teng Lin, Li-Wei Ko, I-Fang Chung, Teng-Yi Huang, Yu-Chieh Chen, Tzyy-Ping Jung, Sheng-Fu Liang:
Adaptive EEG-Based Alertness Estimation System by Using ICA-Based Fuzzy Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(11): 2469-2476 (2006) - 2005
- [j8]Chin-Teng Lin, Ruei-Cheng Wu, Tzyy-Ping Jung, Sheng-Fu Liang, Teng-Yi Huang:
Estimating Driving Performance Based on EEG Spectrum Analysis. EURASIP J. Adv. Signal Process. 2005(19): 3165-3174 (2005) - [j7]Chin-Teng Lin, Ruei-Cheng Wu, Sheng-Fu Liang, Wen-Hung Chao, Yu-Jie Chen, Tzyy-Ping Jung:
EEG-based drowsiness estimation for safety driving using independent component analysis. IEEE Trans. Circuits Syst. I Regul. Pap. 52-I(12): 2726-2738 (2005) - 2002
- [j6]Jeng-Ren Duann, Tzyy-Ping Jung, Wen-Jui Kuo, Tzu-Chen Yeh, Scott Makeig, Jen-Chuen Hsieh, Terrence J. Sejnowski:
Single-Trial Variability in Event-Related BOLD Signals. NeuroImage 15(4): 823-835 (2002) - 2001
- [j5]Karl F. Van Orden, Wendy Limbert, Scott Makeig, Tzyy-Ping Jung:
Eye Activity Correlates of Workload during a Visuospatial Memory Task. Hum. Factors 43(1): 111-121 (2001) - [j4]Tzyy-Ping Jung, Scott Makeig, Martin J. McKeown, Anthony J. Bell, Te-Won Lee, Terrence J. Sejnowski:
Imaging brain dynamics using independent component analysis. Proc. IEEE 89(7): 1107-1122 (2001) - 1997
- [j3]Tzyy-Ping Jung, Scott Makeig, Magnus Stensmo, Terrence J. Sejnowski:
Estimating alertness from the EEG power spectrum. IEEE Trans. Biomed. Eng. 44(1): 60-69 (1997) - 1996
- [j2]Tzyy-Ping Jung, Ashok K. Krishnamurthy, Stanley C. Ahalt, Mary E. Beckman, Sook-Hyang Lee:
Deriving gestural score from articulator-movement records using weighted temporal decomposition. IEEE Trans. Speech Audio Process. 4(1): 2 (1996) - 1992
- [j1]Stanley C. Ahalt, Prakoon Chen, Cheng-Taou Chou, Tzyy-Ping Jung:
Implementation of a vector quantization codebook design technique based on a competitive learning artificial neural network. J. Supercomput. 5(4): 307-330 (1992)
Conference and Workshop Papers
- 2024
- [c112]Weichen Liu, Cory Stevenson, Chi-Yuan Chang, Steven M. Thurman, Russell A. Cohen Hoffing, Tzyy-Ping Jung, Ying Choon Wu:
Gaze intersection points reveal the onset of visual processing during eye and head movement. EMBC 2024: 1-4 - [c111]Yuhong Zhang, Shilai Yang, Gert Cauwenberghs, Tzyy-Ping Jung:
From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking. EMBC 2024: 1-4 - 2022
- [c110]Timothy Lee, Andrew Chu, Tzyy-Ping Jung:
Varying Stressors in a Game with a Purpose Changes Human Stress Levels. HCI (48) 2022: 556-563 - [c109]Feng He, Jieyu Wu, Xiaolin Xiao, Runyuan Gao, Weibo Yi, Yuanfang Chen, Minpeng Xu, Tzyy-Ping Jung, Dong Ming:
Optimization of Stimulus Color for SSVEP-Based Brain-Computer Interfaces in Mixed Reality. HBAI@IJCAI 2022: 183-191 - [c108]Dylan Lee Davis, Masaki Nakanishi, Tzyy-Ping Jung:
A Comparison Study of Egocentric and Allocentric Visual Feedback for Motor-Imagery Brain-Computer Interfaces. SMC 2022: 1630-1635 - 2021
- [c107]Lichao Xu, Zhen Ma, Jiayuan Meng, Minpeng Xu, Tzyy-Ping Jung, Dong Ming:
Improving Transfer Performance of Deep Learning with Adaptive Batch Normalization for Brain-computer Interfaces*. EMBC 2021: 5800-5803 - [c106]Aashish N. Patel, Geeling Chau, Cheng Chang, Allan Sun, Jingya Huang, Tzyy-Ping Jung, Vikash Gilja:
Affective response to volitional input perturbations in obstacle avoidance and target tracking games. EMBC 2021: 6679-6682 - [c105]Daniel H. Lee, Tzyy-Ping Jung:
Physiological Correlates of Time Stress During Game Play. HCI (37) 2021: 119-126 - [c104]Lan-Da Van, Tao-Jung Wang, Sing-Jia Tzeng, Tzyy-Ping Jung:
A Computation-Aware TPL Utilization Procedure for Parallelizing the FastICA Algorithm on a Multi-Core CPU. MCSoC 2021: 171-177 - [c103]Chuyang Xiao, Kuan-Jung Chiang, Masaki Nakanishi, Tzyy-Ping Jung:
A Comparison Study of Single- and Multiple-Target Stimulation Methods for Eliciting Steady-State Visual Evoked Potentials. NER 2021: 698-701 - 2020
- [c102]Kuan-Jung Chiang, Masaki Nakanishi, Tzyy-Ping Jung:
Statistically Optimized Spatial Filtering in Decoding Steady-State Visual Evoked Potentials Based on Task-Related Component Analysis. EMBC 2020: 3070-3073 - [c101]Liang Yue, Xiaolin Xiao, Minpeng Xu, Long Chen, Yijun Wang, Tzyy-Ping Jung, Dong Ming:
A brain-computer interface based on high-frequency steady-state asymmetric visual evoked potentials*. EMBC 2020: 3090-3093 - [c100]Lijie Wang, Minpeng Xu, Jie Mei, Jin Han, Yijun Wang, Tzyy-Ping Jung, Dong Ming:
Enhancing performance of SSVEP-based BCI by unsupervised learning information from test trials*. EMBC 2020: 3359-3362 - [c99]Jin Han, Minpeng Xu, Yijun Wang, Jiabei Tang, Miao Liu, Xingwei An, Tzyy-Ping Jung, Dong Ming:
'Write' but not 'spell' Chinese characters with a BCI-controlled robot*. EMBC 2020: 4741-4744 - [c98]Jie Mei, Minpeng Xu, Lijie Wang, Yufeng Ke, Yijun Wang, Tzyy-Ping Jung, Dong Ming:
Using SSVEP-BCI to Continuous Control a Quadcopter with 4-DOF Motions*. EMBC 2020: 4745-4748 - [c97]Tzi-Dong Jeremy Ng, Weichen Liu, Xiao Hu, Tzyy-Ping Jung:
Evaluation of Low-end Virtual Reality Content of Cultural Heritage: A Preliminary Study with Eye Movement. JCDL 2020: 365-368 - [c96]Shihan Ran, Sheng-Hsiou Hsu, Tzyy-Ping Jung:
Examining the Relationship between EEG Dynamics and Emotion Ratings during Video Watching using Adaptive Mixture Independent Component Analysis. SMC 2020: 1491-1497 - 2019
- [c95]Julia Adrian, Siddharth, Zain Baquar, Tzyy-Ping Jung, Gedeon O. Deák:
Decision-Making in a Social Multi-Armed Bandit Task: Behavior, Electrophysiology and Pupillometry. CogSci 2019: 1311-1317 - [c94]Xiaolin Xiao, Minpeng Xu, Yijun Wang, Tzyy-Ping Jung, Dong Ming:
A comparison of classification methods for recognizing single-trial P300 in brain-computer interfaces. EMBC 2019: 3032-3035 - [c93]Minpeng Xu, Xiaoyu Zhou, Xiaolin Xiao, Yijun Wang, Tzyy-Ping Jung, Dong Ming:
Effects of stimulus position on the classification of miniature asymmetric VEPs for brain-computer interfaces. EMBC 2019: 5956-5959 - [c92]Lan-Da Van, Tsung-Che Lu, Tzyy-Ping Jung, Jo-Fu Wang:
Hardware-oriented Memory-limited Online Fastica Algorithm and Hardware Architecture for Signal Separation. ICASSP 2019: 1438-1442 - [c91]Lubin Meng, Chin-Teng Lin, Tzyy-Ping Jung, Dongrui Wu:
White-Box Target Attack for EEG-Based BCI Regression Problems. ICONIP (1) 2019: 476-488 - [c90]Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung:
Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces. NER 2019: 424-427 - [c89]Ting Yu, Chun-Shu Wei, Kuan-Jung Chiang, Masaki Nakanishi, Tzyy-Ping Jung:
EEG-Based User Authentication Using a Convolutional Neural Network. NER 2019: 1011-1014 - [c88]Tapsya Nayak, Li-Wei Ko, Tzyy-Ping Jung, Yufei Huang:
Target Classification in a Novel SSVEP-RSVP Based BCI Gaming System. SMC 2019: 4194-4198 - 2018
- [c87]Sheng-Hsiou Hsu, Yihan Zi, Ying Choon Wu, Paula Marie Jackson, Tzyy-Ping Jung:
Exploring Mental State Changes during Hypnotherapy using Adaptive Mixture Independent Component Analysis of EEG. BioCAS 2018: 1-4 - [c86]Masaki Nakanishi, Yu-Te Wang, Tzyy-Ping Jung:
Transferring Shared Responses Across Electrode Montages for Facilitating Calibration in High-Speed Brain Spellers. EMBC 2018: 89-92 - [c85]Luca Pion-Tonachini, Sheng-Hsiou Hsu, Chi-Yuan Chang, Tzyy-Ping Jung, Scott Makeig:
Online Automatic Artifact Rejection using the Real-time EEG Source-mapping Toolbox (REST). EMBC 2018: 106-109 - [c84]Siddharth, Tzyy-Ping Jung, Terrence J. Sejnowski:
Multi-modal Approach for Affective Computing. EMBC 2018: 291-294 - [c83]Chi-Yuan Chang, Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung:
Evaluation of Artifact Subspace Reconstruction for Automatic EEG Artifact Removal. EMBC 2018: 1242-1245 - [c82]Chun-Shu Wei, Masaki Nakanishi, Kuan-Jung Chiang, Tzyy-Ping Jung:
Exploring Human Variability in Steady-State Visual Evoked Potentials. SMC 2018: 474-479 - [c81]Masaki Nakanishi, Yu-Te Wang, Tzyy-Ping Jung:
Optimizing Phase Intervals for Phase-Coded SSVEP-Based BCIs With Template-Based Algorithm. SMC 2018: 650-655 - 2017
- [c80]Masaki Nakanishi, Yijun Wang, Sheng-Hsiou Hsu, Yu-Te Wang, Tzyy-Ping Jung:
Independent component analysis-based spatial filtering improves template-based SSVEP detection. EMBC 2017: 3620-3623 - [c79]Siddharth, Aashish N. Patel, Tzyy-Ping Jung, Terrence J. Sejnowski:
An Affordable Bio-Sensing and Activity Tagging Platform for HCI Research. HCI (14) 2017: 399-409 - [c78]Masaki Nakanishi, Yijun Wang, Yu-Te Wang, Tzyy-Ping Jung:
Does frequency resolution affect the classification performance of steady-state visual evoked potentials? NER 2017: 341-344 - 2016
- [c77]Ying Choon Wu, Jeffery Wang, Andrew Tran, Alex Schperberg, John Caldwell, Tzyy-Ping Jung, Po-Chih Kuo:
MoBI-Box: A next generation Mobile Brain-Body Imaging Platform. CogSIMA 2016: 93-96 - [c76]Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung:
Transfer learning with large-scale data in brain-computer interfaces. EMBC 2016: 4666-4669 - [c75]Zijing Mao, Tzyy-Ping Jung, Chin-Teng Lin, Yufei Huang:
Predicting EEG Sample Size Required for Classification Calibration. HCI (13) 2016: 57-68 - [c74]Chun-Shu Wei, Yuan-Pin Lin, Tzyy-Ping Jung:
Exploring the EEG Correlates of Neurocognitive Lapse with Robust Principal Component Analysis. HCI (13) 2016: 113-120 - [c73]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, Yi-Pai Huang, Sergio Jose Rodriguez Mendez, Felipe A. Medeiros:
Augmenting VR/AR Applications with EEG/EOG Monitoring and Oculo-Vestibular Recoupling. HCI (13) 2016: 121-131 - [c72]Sheng-Hsiou Hsu, Tzyy-Ping Jung:
Modeling and Tracking Brain Nonstationarity in a Sustained Attention Task. HCI (13) 2016: 209-217 - [c71]Masaki Nakanishi, Yijun Wang, Tzyy-Ping Jung:
Session-to-Session Transfer in Detecting Steady-State Visual Evoked Potentials with Individual Training Data. HCI (13) 2016: 253-260 - 2015
- [c70]Mehdi Hajinoroozi, Tzyy-Ping Jung, Chin-Teng Lin, Yufei Huang:
Feature extraction with deep belief networks for driver's cognitive states prediction from EEG data. ChinaSIP 2015: 812-815 - [c69]Ping-Keng Jao, Yuan-Pin Lin, Yi-Hsuan Yang, Tzyy-Ping Jung:
Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification. EMBC 2015: 570-573 - [c68]Cory Stevenson, Tzyy-Ping Jung, Gert Cauwenberghs:
Estimating direction and depth of visual fixation using electrooculography. EMBC 2015: 841-844 - [c67]Masaki Nakanishi, Yijun Wang, Yu-Te Wang, Tzyy-Ping Jung:
A dynamic stopping method for improving performance of steady-state visual evoked potential based brain-computer interfaces. EMBC 2015: 1057-1060 - [c66]Yu-Te Wang, Masaki Nakanishi, Simon Lind Kappel, Preben Kidmose, Danilo P. Mandic, Yijun Wang, Chung-Kuan Cheng, Tzyy-Ping Jung:
Developing an online steady-state visual evoked potential-based brain-computer interface system using EarEEG. EMBC 2015: 2271-2274 - [c65]Sheng-Hsiou Hsu, Luca Pion-Tonachini, Tzyy-Ping Jung, Gert Cauwenberghs:
Tracking non-stationary EEG sources using adaptive online recursive independent component analysis. EMBC 2015: 4106-4109 - [c64]Luca Pion-Tonachini, Sheng-Hsiou Hsu, Scott Makeig, Tzyy-Ping Jung, Gert Cauwenberghs:
Real-time EEG Source-mapping Toolbox (REST): Online ICA and source localization. EMBC 2015: 4114-4117 - [c63]Chun-Shu Wei, Yu-Te Wang, Chin-Teng Lin, Tzyy-Ping Jung:
Toward non-hair-bearing brain-computer interfaces for neurocognitive lapse detection. EMBC 2015: 6638-6641 - [c62]Tracy Jill Doty, Bret Kellihan, Tzyy-Ping Jung, John K. Zao, Irene Litvan:
The Wearable Multimodal Monitoring System: A Platform to Study Falls and Near-Falls in the Real-World. HCI (26) 2015: 412-422 - [c61]Yuan-Pin Lin, Sheng-Hsiou Hsu, Tzyy-Ping Jung:
Exploring Day-to-Day Variability in the Relations Between Emotion and EEG Signals. HCI (15) 2015: 461-469 - [c60]Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs:
Validating online recursive independent component analysis on EEG data. NER 2015: 918-921 - [c59]Jingyi Song, Chun-Shu Wei, Tzyy-Ping Jung, Yikai Wang:
Monitoring and Analysis of Multiplicative Characteristic Variations for Adhesive Electrode by Using Self-Electrocardiogram Signals. SMC 2015: 761-764 - [c58]Chun-Shu Wei, Yuan-Pin Lin, Yu-Te Wang, Tzyy-Ping Jung, Nima Bigdely Shamlo, Chin-Teng Lin:
Selective Transfer Learning for EEG-Based Drowsiness Detection. SMC 2015: 3229-3232 - 2014
- [c57]Yijun Wang, Masaki Nakanishi, Yu-Te Wang, Tzyy-Ping Jung:
Enhancing detection of steady-state visual evoked potentials using individual training data. EMBC 2014: 3037-3040 - [c56]Masaki Nakanishi, Yijun Wang, Yu-Te Wang, Yasue Mitsukura, Tzyy-Ping Jung:
Enhancing unsupervised canonical correlation analysis-based frequency detection of SSVEPs by incorporating background EEG. EMBC 2014: 3053-3056 - [c55]Sheng-Hsiou Hsu, Tim R. Mullen, Tzyy-Ping Jung, Gert Cauwenberghs:
Online recursive independent component analysis for real-time source separation of high-density EEG. EMBC 2014: 3845-3848 - [c54]Wai-Chi Fang, Kuan-Ju Huang, Chia-Ching Chou, Jui-Chung Chang, Gert Cauwenberghs, Tzyy-Ping Jung:
An efficient ASIC implementation of 16-channel on-line recursive ICA processor for real-time EEG system. EMBC 2014: 3849-3852 - [c53]Xiaogang Chen, Yijun Wang, Masaki Nakanishi, Tzyy-Ping Jung, Xiaorong Gao:
Hybrid frequency and phase coding for a high-speed SSVEP-based BCI speller. EMBC 2014: 3993-3996 - [c52]Ying Choon Wu, Melody Jung, Derrick Lock, Eric Chao, Jerome Swartz, Tzyy-Ping Jung:
Resting state and task-related brain dynamics supporting insight. EMBC 2014: 5454-5457 - [c51]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:
Augmented Brain Computer Interaction Based on Fog Computing and Linked Data. Intelligent Environments 2014: 374-377 - [c50]Yuan-Pin Lin, Tzyy-Ping Jung:
Exploring day-to-day variability in EEG-based emotion classification. SMC 2014: 2226-2229 - 2013
- [c49]Zhilin Zhang, Bhaskar D. Rao, Tzyy-Ping Jung:
Compressed sensing for energy-efficient wireless telemonitoring: Challenges and opportunities. ACSSC 2013: 80-85 - [c48]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, Fang-Cheng Lin, Yi-Pai Huang, Shuu-Jiun Wang, Tzyy-Ping Jung:
Habituation of steady-state visual evoked potentials in response to high-frequency polychromatic foveal visual stimulation. EMBC 2013: 803-806 - [c47]Yuan-Pin Lin, Yijun Wang, Tzyy-Ping Jung:
A mobile SSVEP-based brain-computer interface for freely moving humans: The robustness of canonical correlation analysis to motion artifacts. EMBC 2013: 1350-1353 - [c46]Masaki Nakanishi, Yijun Wang, Yu-Te Wang, Yasue Mitsukura, Tzyy-Ping Jung:
An approximation approach for rendering visual flickers in SSVEP-based BCI using monitor refresh rate. EMBC 2013: 2176-2179 - [c45]Chun-Hsiang Chuang, Yuan-Pin Lin, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin:
Automatic design for independent component analysis based brain-computer interfacing. EMBC 2013: 2180-2183 - [c44]Tim R. Mullen, Christian Kothe, Yu Mike Chi, Alejandro Ojeda, Trevor Kerth, Scott Makeig, Gert Cauwenberghs, Tzyy-Ping Jung:
Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG. EMBC 2013: 2184-2187 - [c43]Liya Huang, Xiaoxia Huang, Yu-Te Wang, Yijun Wang, Tzyy-Ping Jung, Chung-Kuan Cheng:
Empirical mode decomposition improves detection of SSVEP. EMBC 2013: 3901-3904 - [c42]Yu-Te Wang, Yijun Wang, Chung-Kuan Cheng, Tzyy-Ping Jung:
Developing stimulus presentation on mobile devices for a truly portable SSVEP-based BCI. EMBC 2013: 5271-5274 - [c41]Wei-Yeh Shih, Jui-Chieh Liao, Kuan-Ju Huang, Wai-Chi Fang, Gert Cauwenberghs, Tzyy-Ping Jung:
An efficient VLSI implementation of on-line recursive ICA processor for real-time multi-channel EEG signal separation. EMBC 2013: 6808-6811 - [c40]Bret Kellihan, Tracy Jill Doty, W. David Hairston, Jonroy Canady, Keith W. Whitaker, Chin-Teng Lin, Tzyy-Ping Jung, Kaleb McDowell:
A Real-World Neuroimaging System to Evaluate Stress. HCI (24) 2013: 316-325 - [c39]Yuan-Pin Lin, Yijun Wang, Chun-Shu Wei, Tzyy-Ping Jung:
A Mobile Brain-Computer Interface for Freely Moving Humans. HCI (5) 2013: 448-453 - [c38]Yu-Kai Wang, Tzyy-Ping Jung, Shi-An Chen, Chin-Sheng Huang, Chin-Teng Lin:
Tracking Attention Based on EEG Spectrum. HCI (28) 2013: 450-454 - [c37]Yu M. Chi, Yijun Wang, Yu-Te Wang, Tzyy-Ping Jung, Trevor Kerth, Yuchen Cao:
A Practical Mobile Dry EEG System for Human Computer Interfaces. HCI (24) 2013: 649-655 - [c36]Peng Yuan, Yijun Wang, Xiaorong Gao, Tzyy-Ping Jung, Shangkai Gao:
A Collaborative Brain-Computer Interface for Accelerating Human Decision Making. HCI (6) 2013: 672-681 - 2012
- [c35]Wei-Yeh Shih, Kuan-Ju Huang, Chiu-Kuo Chen, Wai-Chi Fang, Gert Cauwenberghs, Tzyy-Ping Jung:
An effective chip implementation of a real-time eight-channel EEG signal processor based on on-line recursive ICA algorithm. BioCAS 2012: 192-195 - [c34]Yu-Te Wang, Chung-Kuan Cheng, Kuan-Chih Huang, Chin-Teng Lin, Yijun Wang, Tzyy-Ping Jung:
Cell-phone based Drowsiness Monitoring and Management system. BioCAS 2012: 200-203 - [c33]Junhua Li, Yijun Wang, Liqing Zhang, Tzyy-Ping Jung:
Combining ERPs and EEG spectral features for decoding intended movement direction. EMBC 2012: 1769-1772 - [c32]Yu-Te Wang, Yijun Wang, Chung-Kuan Cheng, Tzyy-Ping Jung:
Measuring Steady-State Visual Evoked Potentials from non-hair-bearing areas. EMBC 2012: 1806-1809 - [c31]Fang-Cheng Lin, John K. Zao, Kuan-Chung Tu, Yijun Wang, Yi-Pai Huang, Che-Wei Chuang, Heng-Yuan Kuo, Yu-Yi Chien, Ching-Chi Chou, Tzyy-Ping Jung:
SNR analysis of high-frequency steady-state visual evoked potentials from the foveal and extrafoveal regions of Human Retina. EMBC 2012: 1810-1814 - [c30]Kuan-Chih Huang, Tzyy-Ping Jung, Chun-Hsiang Chuang, Li-Wei Ko, Chin-Teng Lin:
Preventing lapse in performance using a drowsiness monitoring and management system. EMBC 2012: 3336-3339 - [c29]Joaquin Rapela, Tsong-Yan Lin, Marissa Westerfield, Tzyy-Ping Jung, Jeanne Townsend:
Assisting autistic children with wireless EOG technology. EMBC 2012: 3504-3506 - [c28]Chiu-Kuo Chen, Ericson Chua, Zong-Han Hsieh, Wai-Chi Fang, Yu-Te Wang, Tzyy-Ping Jung:
An EEG-based brain - computer interface with real-time artifact removal using independent component analysis. ICCE-Berlin 2012: 13-14 - [c27]Zong-Han Hsieh, Wai-Chi Fang, Tzyy-Ping Jung:
A brain-computer interface with real-time independent component analysis for biomedical applications. ICCE 2012: 339-340 - [c26]Muhammad Tahir Akhtar, Tzyy-Ping Jung, Scott Makeig, Gert Cauwenberghs:
Recursive independent component analysis for online blind source separation. ISCAS 2012: 2813-2816 - 2011
- [c25]Yijun Wang, Yu-Te Wang, Tzyy-Ping Jung, Xiaorong Gao, Shangkai Gao:
A collaborative brain-computer interface. BMEI 2011: 580-583 - [c24]Chin-Teng Lin, Chun-Ling Lin, Tzai-Wen Chiu, Jeng-Ren Duann, Tzyy-Ping Jung:
Effect of respiratory modulation on relationship between heart rate variability and motion sickness. EMBC 2011: 1921-1924 - [c23]Yuan-Pin Lin, Jyh-Horng Chen, Jeng-Ren Duann, Chin-Teng Lin, Tzyy-Ping Jung:
Generalizations of the subject-independent feature set for music-induced emotion recognition. EMBC 2011: 6092-6095 - [c22]Li-Wei Ko, Chun-Shu Wei, Tzyy-Ping Jung, Chin-Teng Lin:
Estimating the Level of Motion Sickness Based on EEG Spectra. HCI (20) 2011: 169-176 - [c21]Chun-Shu Wei, Li-Wei Ko, Shang-Wen Chuang, Tzyy-Ping Jung, Chin-Teng Lin:
Genetic feature selection in EEG-based motion sickness estimation. IJCNN 2011: 365-369 - [c20]Chiu-Kuo Chen, Yi-Yuan Wang, Zong-Han Hsieh, Ericson Chua, Wai-Chi Fang, Tzyy-Ping Jung:
A low power independent component analysis processor in 90nm CMOS technology for portable EEG signal processing systems. ISCAS 2011: 801-804 - [c19]Chun-Shu Wei, Shang-Wen Chuang, Wan-Ru Wang, Li-Wei Ko, Tzyy-Ping Jung, Chin-Teng Lin:
Implementation of a motion sickness evaluation system based on EEG spectrum analysis. ISCAS 2011: 1081-1084 - 2010
- [c18]Yu-Te Wang, Yijun Wang, Tzyy-Ping Jung:
A Cell-Phone Based Brain-Computer Interface for Communication in Daily Life. AICI (2) 2010: 233-240 - 2009
- [c17]Yu-Chieh Chen, Jeng-Ren Duann, Chun-Ling Lin, Shang-Wen Chuang, Tzyy-Ping Jung, Chin-Teng Lin:
Motion-Sickness Related Brain Areas and EEG Power Activates. HCI (16) 2009: 348-354 - [c16]Jeng-Ren Duann, Po-Chuan Chen, Li-Wei Ko, Ruey-Song Huang, Tzyy-Ping Jung, Chin-Teng Lin:
Detecting Frontal EEG Activities with Forehead Electrodes. HCI (16) 2009: 373-379 - [c15]Ruey-Song Huang, Tzyy-Ping Jung, Scott Makeig:
Tonic Changes in EEG Power Spectra during Simulated Driving. HCI (16) 2009: 394-403 - [c14]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:
Wearable and Wireless Brain-Computer Interface and Its Applications. HCI (16) 2009: 741-748 - 2008
- [c13]Li-Wei Ko, I-Ling Tsai, Fu-Shu Yang, Jen-Feng Chung, Shao-Wei Lu, Tzyy-Ping Jung, Chin-Teng Lin:
Real-Time Embedded EEG-Based Brain-Computer Interface. ICONIP (2) 2008: 1038-1045 - [c12]Chin-Teng Lin, Nikhil R. Pal, Chien-Yao Chuang, Tzyy-Ping Jung, Li-Wei Ko, Sheng-Fu Liang:
An EEG-based subject- and session-independent drowsiness detection. IJCNN 2008: 3448-3454 - [c11]Thomas J. Sullivan, Stephen R. Deiss, Tzyy-Ping Jung, Gert Cauwenberghs:
A brain-machine interface using dry-contact, low-noise EEG sensors. ISCAS 2008: 1986-1989 - 2007
- [c10]Ruey-Song Huang, Tzyy-Ping Jung, Scott Makeig:
Event-Related Brain Dynamics in Continuous Sustained-Attention Tasks. HCI (16) 2007: 65-74 - [c9]Chin-Teng Lin, Li-Wei Ko, Yin-Hung Lin, Tzyy-Ping Jung, Sheng-Fu Liang, Li-Sor Hsiao:
EEG Activities of Dynamic Stimulation in VR Driving Motion Simulator. HCI (13) 2007: 551-560 - [c8]Ruey-Song Huang, Tzyy-Ping Jung, Scott Makeig:
Multi-Scale EEG Brain Dynamics During Sustained Attention Tasks. ICASSP (4) 2007: 1173-1176 - 2006
- [c7]Yi Zhu, Tong Lee Chen, Wanping Zhang, Tzyy-Ping Jung, Jeng-Ren Duann, Scott Makeig, Chung-Kuan Cheng:
Noninvasive Study of the Human Heart using Independent Component Analysis. BIBE 2006: 340-347 - 2004
- [c6]Ruei-Cheng Wu, Chin-Teng Lin, Sheng-Fu Liang, Teng-Yi Huang, Tzyy-Ping Jung:
EEG-based fuzzy neural network estimator for driving performance. SMC (4) 2004: 4034-4040 - 1998
- [c5]Tzyy-Ping Jung, Scott Makeig, Marissa Westerfield, Jeanne Townsend, Eric Courchesne, Terrence J. Sejnowski:
Analyzing and Visualizing Single-Trial Event-Related Potentials. NIPS 1998: 118-124 - 1997
- [c4]Tzyy-Ping Jung, Colin Humphries, Te-Won Lee, Scott Makeig, Martin J. McKeown, Vicente Iragui, Terrence J. Sejnowski:
Extended ICA Removes Artifacts from Electroencephalographic Recordings. NIPS 1997: 894-900 - 1995
- [c3]Scott Makeig, Anthony J. Bell, Tzyy-Ping Jung, Terrence J. Sejnowski:
Independent Component Analysis of Electroencephalographic Data. NIPS 1995: 145-151 - [c2]Scott Makeig, Tzyy-Ping Jung, Terrence J. Sejnowski:
Using Feedforward Neural Networks to Monitor Alertness from Changes in EEG Correlation and Coherence. NIPS 1995: 931-937 - 1990
- [c1]Tzyy-Ping Jung, Ashok K. Krishnamurthy, Stanley C. Ahalt:
The effects of distortion measures and feature sets on neural network classifiers. IJCNN 1990: 251-256
Informal and Other Publications
- 2024
- [i21]Yuhong Zhang, Shilai Yang, Gert Cauwenberghs, Tzyy-Ping Jung:
From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking. CoRR abs/2401.15681 (2024) - 2023
- [i20]Kuan-Jung Chiang, Steven Dong, Chung-Kuan Cheng, Tzyy-Ping Jung:
Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario. CoRR abs/2305.08044 (2023) - [i19]Yuhong Zhang, Qin Li, Sujal Nahata, Tasnia Jamal, Shih-kuen Cheng, Gert Cauwenberghs, Tzyy-Ping Jung:
ChatGPT-BCI: Word-Level Neural State Classification Using GPT, EEG, and Eye-Tracking Biomarkers in Semantic Inference Reading Comprehension. CoRR abs/2309.15714 (2023) - 2021
- [i18]Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung:
Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning. CoRR abs/2102.05194 (2021) - [i17]Chun-Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Tzyy-Ping Jung:
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. CoRR abs/2111.10026 (2021) - 2020
- [i16]Xiaotong Gu, Zehong Cao, Alireza Jolfaei, Peng Xu, Dongrui Wu, Tzyy-Ping Jung, Chin-Teng Lin:
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications. CoRR abs/2001.11337 (2020) - [i15]Xiao Zhang, Dongrui Wu, Lieyun Ding, Hanbin Luo, Chin-Teng Lin, Tzyy-Ping Jung:
Tiny Noise Can Make an EEG-Based Brain-Computer Interface Speller Output Anything. CoRR abs/2001.11569 (2020) - [i14]Daniel H. Lee, Tzyy-Ping Jung:
A Virtual Reality Game as a Tool to Assess Physiological Correlations of Stress. CoRR abs/2009.14421 (2020) - [i13]Lubin Meng, Jian Huang, Zhigang Zeng, Xue Jiang, Shan Yu, Tzyy-Ping Jung, Chin-Teng Lin, Ricardo Chavarriaga, Dongrui Wu:
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks. CoRR abs/2011.00101 (2020) - 2019
- [i12]Siddharth, Tzyy-Ping Jung, Terrence J. Sejnowski:
Utilizing Deep Learning Towards Multi-modal Bio-sensing and Vision-based Affective Computing. CoRR abs/1905.07039 (2019) - [i11]Sharaj Panwar, Paul Rad, Tzyy-Ping Jung, Yufei Huang:
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events. CoRR abs/1911.04379 (2019) - [i10]Lubin Meng, Chin-Teng Lin, Tzyy-Ping Jung, Dongrui Wu:
White-Box Target Attack for EEG-Based BCI Regression Problems. CoRR abs/1911.04606 (2019) - 2018
- [i9]Siddharth, Aashish N. Patel, Tzyy-Ping Jung, Terrence J. Sejnowski:
An Affordable Bio-Sensing and Activity Tagging Platform for HCI Research. CoRR abs/1802.07852 (2018) - [i8]Siddharth, Tzyy-Ping Jung, Terrence J. Sejnowski:
Multi-modal Approach for Affective Computing. CoRR abs/1804.09452 (2018) - [i7]Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung:
Cross-Subject Transfer Learning on High-Speed Steady-State Visual Evoked Potential-Based Brain-Computer Interface. CoRR abs/1810.02842 (2018) - 2017
- [i6]Dongrui Wu, Jung-Tai King, Chun-Hsiang Chuang, Chin-Teng Lin, Tzyy-Ping Jung:
Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI). CoRR abs/1702.02914 (2017) - [i5]Dongrui Wu, Brent J. Lance, Vernon J. Lawhern, Stephen M. Gordon, Tzyy-Ping Jung, Chin-Teng Lin:
EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features. CoRR abs/1704.08533 (2017) - 2014
- [i4]Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Zhouyue Pi, Bhaskar D. Rao:
Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals. CoRR abs/1404.5122 (2014) - 2013
- [i3]Zhilin Zhang, Bhaskar D. Rao, Tzyy-Ping Jung:
Compressed Sensing for Energy-Efficient Wireless Telemonitoring: Challenges and Opportunities. CoRR abs/1311.3995 (2013) - 2012
- [i2]Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao:
Low Energy Wireless Body-Area Networks for Fetal ECG Telemonitoring via the Framework of Block Sparse Bayesian Learning. CoRR abs/1205.1287 (2012) - [i1]Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao:
Compressed Sensing of EEG for Wireless Telemonitoring with Low Energy Consumption and Inexpensive Hardware. CoRR abs/1206.3493 (2012)
Coauthor Index
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