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Tzyy-ping Jung

Title(s)Recall Non-faculty Academic, Institute for Neural Computation
SchoolVc-research
Address9500 Gilman Drive #
La Jolla CA 92093
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    Collapse Research 
    Collapse research activities and funding
    Development of a Portable Objective Method for Assessment of Visual Field Loss
    NIH/NEI R21EY025056Aug 1, 2015 - Jul 31, 2017
    Role: Principal Investigator

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    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    1. Predicting Attention Decline: An Integrated Beta-Band and SSVEP Approach for Visual Brain-Computer Interfaces. IEEE Trans Neural Syst Rehabil Eng. 2026; 34:997-1009. Wei S, Huang Y, Yu H, Meng J, Xu R, Jung TP, Xu M, Ming D. PMID: 41605144.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Joint-Shrinkage Pattern Matching for Small-Sample and Imbalanced ERP Decoding in Brain-Computer Interfaces. IEEE Trans Biomed Eng. 2025 Nov 12; PP. Sun J, Meng J, Wang H, He F, Jung TP, Xu M, Yu H, Ming D. PMID: 41223103.
      View in: PubMed   Mentions:    Fields:    
    3. Dual-Branch Attention-based Frequency Domain Network for Cross-subject SSVEP-BCIs. IEEE J Biomed Health Inform. 2025 Nov 07; PP. Yang Y, Wang Z, Jia Z, Wang B, Zhang S, Wong CM, Gao X, Jung TP, Wan F. PMID: 41201930.
      View in: PubMed   Mentions:    Fields:    
    4. Augmenting Electroencephalogram Transformer for Steady-State Visually Evoked Potential-Based Brain-Computer Interfaces. Cyborg Bionic Syst. 2025; 6:0379. Yue J, Xiao X, Wang K, Yi W, Jung TP, Xu M, Ming D. PMID: 41064747; PMCID: PMC12501431.
      View in: PubMed   Mentions:
    5. MetaNIRS: A general decoding framework for fNIRS based motor execution/imagery. Neural Netw. 2025 Dec; 192:107873. Li Y, Sun Y, Wan F, Yuan Z, Jung TP, Wang H. PMID: 40683191.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    6. Brain-Body Coupling in Listening to Metronomic Sounds and Music. Annu Int Conf IEEE Eng Med Biol Soc. 2025 Jul; 2025:1-5. Uppal A, Lee MS, Fei T, Balaji A, Liu Z, Jung TP, Rangel LM, De Sa VR, Parhi R, Paul A, Xu Y, Cauwenberghs G. PMID: 41336081.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    7. Graph Representations for Reading Comprehension Analysis using Large Language Model and Eye-Tracking biomarker. Annu Int Conf IEEE Eng Med Biol Soc. 2025 Jul; 2025:1-7. Zhang Y, Li J, Yang S, Xu Y, Cauwenberghs G, Jung TP. PMID: 41336831.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    8. A user-friendly BCI encoding by high frequency single-frequency-SDMA SSaVEF using MEG. Cogn Neurodyn. 2025 Dec; 19(1):101. Ji D, Yu H, Xiao X, Huang Y, Zhou X, Xu M, Jung TP, Ming D. PMID: 40584269; PMCID: PMC12202250.
      View in: PubMed   Mentions:
    9. Enhancing motor imagery EEG classification with a Riemannian geometry-based spatial filtering (RSF) method. Neural Netw. 2025 Aug; 188:107511. Pan L, Wang K, Huang Y, Sun X, Meng J, Yi W, Xu M, Jung TP, Ming D. PMID: 40294568.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    10. Transforming long-term adjunctive therapy for cognitive impairment: the role of multimodal self-adaptive digital medicine. Front Neurol. 2025; 16:1571817. Wen D, Xing Y, Yao Y, Liang G, Xing Y, Jung TP, Yu H, Xie X, Wan X, Liu T, Duan D, Li D, Zhou Y. PMID: 40236895; PMCID: PMC11997385.
      View in: PubMed   Mentions:
    11. Coherence-Based Graph Convolution Network to Assess Brain Reorganization in Spinal Cord Injury Patients. Int J Neural Syst. 2025 May; 35(5):2550021. Leng J, Zhao J, Wu Y, Lv C, Lun Z, Li Y, Zhang C, Zhang B, Zhang Y, Xu F, Yi C, Jung TP. PMID: 40090883.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    12. GraphSleepFormer: a multi-modal graph neural network for sleep staging in OSA patients. J Neural Eng. 2025 Mar 11; 22(2). Wang C, Jiang X, Lv C, Meng Q, Zhao P, Yan D, Feng C, Xu F, Lu S, Jung TP, Leng J. PMID: 39993330.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    13. A Growing Bubble Speller Paradigm for Brain-Computer Interface Based on Event-Related Potentials. IEEE Trans Biomed Eng. 2025 03; 72(3):1188-1199. Jin J, Zhao X, Daly I, Li S, Wang X, Cichocki A, Jung TP. PMID: 39504274.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    14. Adaptive Neurofeedback Training Using a Virtual Reality Game Enhances Motor Imagery Performance in Brain-Computer Interfaces. IEEE Trans Neural Syst Rehabil Eng. 2025; 33:2956-2966. Wang K, Liu Y, Tian F, Yi W, Zhang Y, Jung TP, Xu M, Ming D. PMID: 40720262.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    15. A multi-feature fusion graph attention network for decoding motor imagery intention in spinal cord injury patients. J Neural Eng. 2024 Dec 27; 21(6). Leng J, Gao L, Jiang X, Lou Y, Sun Y, Wang C, Li J, Zhao H, Feng C, Xu F, Zhang Y, Jung TP. PMID: 39556943.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    16. Neurological Evidence of Diverse Self-Help Breathing Training With Virtual Reality and Biofeedback Assistance: Extensive Exploration Study of Electroencephalography Markers. JMIR Form Res. 2024 12 06; 8:e55478. Ng HH, Wu CW, Hsu HC, Huang CM, Hsu AL, Chao YP, Jung TP, Chuang CH. PMID: 39642375; PMCID: PMC11662191.
      View in: PubMed   Mentions: 2     Fields:    Translation:HumansCTClinical Trials
    17. Enhancing Motor Imagery Classification with Residual Graph Convolutional Networks and Multi-Feature Fusion. Int J Neural Syst. 2025 Jan; 35(1):2450069. Xu F, Shi W, Lv C, Sun Y, Guo S, Feng C, Zhang Y, Jung TP, Leng J. PMID: 39560446.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    18. Exploring Embodied Cognition and Brain Dynamics Under Multi-Tasks Target Detection in Immerse Projector-Based Augmented Reality (IPAR) Scenarios. IEEE Trans Neural Syst Rehabil Eng. 2024; 32:3476-3485. He C, Chen YY, Phang CR, Chen IP, Tzou SC, Jung TP, Ko LW. PMID: 39133582.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    19. Integrating Large Language Model, EEG, and Eye-Tracking for Word-Level Neural State Classification in Reading Comprehension. IEEE Trans Neural Syst Rehabil Eng. 2024; 32:3465-3475. Zhang Y, Li Q, Nahata S, Jamal T, Cheng SK, Cauwenberghs G, Jung TP. PMID: 39141467.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    20. Time-Frequency-Space EEG Decoding Model Based on Dense Graph Convolutional Network for Stroke. IEEE J Biomed Health Inform. 2024 09; 28(9):5214-5226. Leng J, Li H, Shi W, Gao L, Lv C, Wang C, Xu F, Zhang Y, Jung TP. PMID: 38857138.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    21. Accurate Mental Stress Detection Using Sequential Backward Selection and Adaptive Synthetic Methods. IEEE Trans Neural Syst Rehabil Eng. 2024; 32:3095-3103. Tseng HC, Tai KY, Ma YZ, Van LD, Ko LW, Jung TP. PMID: 39167520.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    22. Gaze intersection points reveal the onset of visual processing during eye and head movement. Annu Int Conf IEEE Eng Med Biol Soc. 2024 Jul; 2024:1-4. Liu W, Stevenson C, Chang CY, Thurman S, Cohen-Hoffing R, Jung TP, Wu YC. PMID: 40039052.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    23. From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking. Annu Int Conf IEEE Eng Med Biol Soc. 2024 Jul; 2024:1-4. Zhang Y, Yang S, Cauwenberghs G, Jung TP. PMID: 40031482.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    24. Multimodal fusion for anticipating human decision performance. Sci Rep. 2024 06 08; 14(1):13217. Tran XT, Do T, Pal NR, Jung TP, Lin CT. PMID: 38851836; PMCID: PMC11162455.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    25. A user-friendly visual brain-computer interface based on high-frequency steady-state visual evoked fields recorded by OPM-MEG. J Neural Eng. 2024 05 30; 21(3). Ji D, Xiao X, Wu J, He X, Zhang G, Guo R, Liu M, Xu M, Lin Q, Jung TP, Ming D. PMID: 38812288.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    26. Extracting Stress-Related EEG Patterns From Pre-Sleep EEG for Forecasting Slow-Wave Sleep Deficiency. IEEE Trans Neural Syst Rehabil Eng. 2024; 32:1817-1827. Su CH, Ko LW, Jung TP, Onton J, Tzou SC, Juang JC, Hsu CY. PMID: 38683718.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    27. A data expansion technique based on training and testing sample to boost the detection of SSVEPs for brain-computer interfaces. J Neural Eng. 2023 11 27; 20(6). Xiao X, Wang L, Xu M, Wang K, Jung TP, Ming D. PMID: 37683663.
      View in: PubMed   Mentions: 1     Fields:    
    28. Activation network improves spatiotemporal modelling of human brain communication processes. Neuroimage. 2024 01; 285:120472. Liu X, Wang Z, Liu S, Gong L, Sosa PAV, Becker B, Jung TP, Dai XJ, Wan F. PMID: 38007187.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    29. Almost free of calibration for SSVEP-based brain-computer interfaces. J Neural Eng. 2023 11 22; 20(6). Luo R, Xiao X, Chen E, Meng L, Jung TP, Xu M, Ming D. PMID: 37948768.
      View in: PubMed   Mentions:    Fields:    
    30. Editorial: The application of artificial intelligence in brain-computer interface and neural system rehabilitation. Front Neurosci. 2023; 17:1290961. Xu F, Ming D, Jung TP, Xu P, Xu M. PMID: 37965214; PMCID: PMC10641882.
      View in: PubMed   Mentions:
    31. Cross-dataset transfer learning for motor imagery signal classification via multi-task learning and pre-training. J Neural Eng. 2023 10 20; 20(5). Xie Y, Wang K, Meng J, Yue J, Meng L, Yi W, Jung TP, Xu M, Ming D. PMID: 37774694.
      View in: PubMed   Mentions: 4     Fields:    
    32. Investigating EEG-based cross-session and cross-task vigilance estimation in BCI systems. J Neural Eng. 2023 09 06; 20(5). Wang K, Qiu S, Wei W, Yi W, He H, Xu M, Jung TP, Ming D. PMID: 37611567.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    33. Diversity and Suitability of the State-of-the-Art Wearable and Wireless EEG Systems Review. IEEE J Biomed Health Inform. 2023 08; 27(8):3830-3843. He C, Chen YY, Phang CR, Stevenson C, Chen IP, Jung TP, Ko LW. PMID: 37022001.
      View in: PubMed   Mentions: 25     Fields:    Translation:Humans
    34. Design and Test of Spatial Cognitive Training and Evaluation System Based on Virtual Reality Head-Mounted Display With EEG Recording. IEEE Trans Neural Syst Rehabil Eng. 2023; 31:2705-2714. Wen D, Yuan J, Li J, Sun Y, Wang X, Shi R, Wan X, Zhou Y, Song H, Dong X, Xu F, Lan X, Jung TP. PMID: 37279134.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    35. Stimulus Design for Visual Evoked Potential Based Brain-Computer Interfaces. IEEE Trans Neural Syst Rehabil Eng. 2023; 31:2545-2551. Xu H, Hsu SH, Nakanishi M, Lin Y, Jung TP, Cauwenberghs G. PMID: 37262122.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    36. Data Augmentation of SSVEPs Using Source Aliasing Matrix Estimation for Brain-Computer Interfaces. IEEE Trans Biomed Eng. 2023 06; 70(6):1775-1785. Luo R, Xu M, Zhou X, Xiao X, Jung TP, Ming D. PMID: 37015587.
      View in: PubMed   Mentions: 2     Fields:    
    37. Modulation of rhythmic visual stimulation on left-right attentional asymmetry. Front Neurosci. 2023; 17:1156890. Li R, Xu M, You J, Zhou X, Meng J, Xiao X, Jung TP, Ming D. PMID: 37250403; PMCID: PMC10213214.
      View in: PubMed   Mentions: 1  
    38. Using EEG signals to assess workload during memory retrieval in a real-world scenario. J Neural Eng. 2023 05 11; 20(3). Chiang KJ, Dong S, Cheng CK, Jung TP. PMID: 37040738.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    39. EEG-Based Brain-Computer Interfaces are Vulnerable to Backdoor Attacks. IEEE Trans Neural Syst Rehabil Eng. 2023; 31:2224-2234. Meng L, Jiang X, Huang J, Zeng Z, Yu S, Jung TP, Lin CT, Chavarriaga R, Wu D. PMID: 37145943.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    40. Enhancing Detection of Multi-Frequency-Modulated SSVEP Using Phase Difference Constrained Canonical Correlation Analysis. IEEE Trans Neural Syst Rehabil Eng. 2023; 31:1343-1352. Wong CM, Wang Z, Wang B, Rosa A, Jung TP, Wan F. PMID: 37022824.
      View in: PubMed   Mentions: 1     Fields:    
    41. Human Brain Dynamics and Coordination Reflect the Task Difficulty of Optical Image Relational Reasoning. Int J Neural Syst. 2023 May; 33(5):2350018. Chou WC, She HC, Jung TP. PMID: 36842997.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    42. Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis. IEEE Trans Neural Syst Rehabil Eng. 2023; 31:1297-1301. Nakanishi M, Miner A, Jung TP, Graves J. PMID: 37022841.
      View in: PubMed   Mentions: 2     Fields:    
    43. Enhanced electroencephalography effective connectivity in frontal low-gamma band correlates of emotional regulation after mindfulness training. J Neurosci Res. 2023 06; 101(6):901-915. Ng HH, Wu CW, Huang FY, Huang CM, Hsu CF, Chao YP, Jung TP, Chuang CH. PMID: 36717762.
      View in: PubMed   Mentions: 6     Fields:    
    44. A high-speed hybrid brain-computer interface with more than 200 targets. J Neural Eng. 2023 01 24; 20(1). Han J, Xu M, Xiao X, Yi W, Jung TP, Ming D. PMID: 36608342.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    45. Stimulus-Stimulus Transfer Based on Time-Frequency-Joint Representation in SSVEP-Based BCIs. IEEE Trans Biomed Eng. 2023 02; 70(2):603-615. Wang Z, Wong CM, Rosa A, Qian T, Jung TP, Wan F. PMID: 35969565.
      View in: PubMed   Mentions: 2     Fields:    
    46. [Research advances in non-invasive brain-computer interface control strategies]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2022 Oct 25; 39(5):1033-1040. Cao H, Jung TP, Chen Y, Mei J, Li A, Xu M, Ming D. PMID: 36310493; PMCID: PMC9927724.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    47. IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal. Neuroimage. 2022 11; 263:119586. Chuang CH, Chang KY, Huang CS, Jung TP. PMID: 36031182.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    48. Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI Performance. IEEE Trans Neural Netw Learn Syst. 2022 Jun 17; PP. Tsai BY, Diddi SVS, Ko LW, Wang SJ, Chang CY, Jung TP. PMID: 35714085.
      View in: PubMed   Mentions: 4     Fields:    
    49. Online Adaptation Boosts SSVEP-Based BCI Performance. IEEE Trans Biomed Eng. 2022 06; 69(6):2018-2028. Wong CM, Wang Z, Nakanishi M, Wang B, Rosa A, Chen CLP, Jung TP, Wan F. PMID: 34882542.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    50. [A review of researches on decoding algorithms of steady-state visual evoked potentials]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2022 Apr 25; 39(2):416-425. Yang M, Jung TP, Han J, Xu M, Ming D. PMID: 35523564; PMCID: PMC9927346.
      View in: PubMed   Mentions: 1     Fields:    
    51. Unsupervised learning of brain state dynamics during emotion imagination using high-density EEG. Neuroimage. 2022 04 01; 249:118873. Hsu SH, Lin Y, Onton J, Jung TP, Makeig S. PMID: 34998969.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    52. Resting-State EEG Signal for Major Depressive Disorder Detection: A Systematic Validation on a Large and Diverse Dataset. Biosensors (Basel). 2021 Dec 06; 11(12). Wu CT, Huang HC, Huang S, Chen IM, Liao SC, Chen CK, Lin C, Lee SH, Chen MH, Tsai CF, Weng CH, Ko LW, Jung TP, Liu YH. PMID: 34940256; PMCID: PMC8699348.
      View in: PubMed   Mentions: 29     Fields:    Translation:Humans
    53. Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. Front Comput Neurosci. 2021; 15:791129. Wei CS, Keller CJ, Li J, Lin YP, Nakanishi M, Wagner J, Wu W, Zhang Y, Jung TP. PMID: 34912203; PMCID: PMC8667221.
      View in: PubMed   Mentions: 10  
    54. Classification of Left-Versus Right-Hand Motor Imagery in Stroke Patients Using Supplementary Data Generated by CycleGAN. IEEE Trans Neural Syst Rehabil Eng. 2021; 29:2417-2424. Xu F, Rong F, Leng J, Sun T, Zhang Y, Siddharth S, Jung TP. PMID: 34710045.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    55. Near-zero phase-lag hyperscanning in a novel wireless EEG system. J Neural Eng. 2021 11 15; 18(6). Chuang CH, Lu SW, Chao YP, Peng PH, Hsu HC, Hung CC, Chang CL, Jung TP. PMID: 34706357.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    56. Improving Transfer Performance of Deep Learning with Adaptive Batch Normalization for Brain-computer Interfaces. Annu Int Conf IEEE Eng Med Biol Soc. 2021 11; 2021:5800-5803. Xu L, Ma Z, Meng J, Xu M, Jung TP, Ming D. PMID: 34892438.
      View in: PubMed   Mentions:    Fields:    
    57. Affective response to volitional input perturbations in obstacle avoidance and target tracking games. Annu Int Conf IEEE Eng Med Biol Soc. 2021 11; 2021:6679-6682. Patel AN, Chau G, Chang C, Sun A, Huang J, Jung TP, Gilja V. PMID: 34892640.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    58. Mindfulness Training Associated With Resting-State Electroencephalograms Dynamics in Novice Practitioners via Mindful Breathing and Body-Scan. Front Psychol. 2021; 12:748584. Ng HH, Wu CW, Huang FY, Cheng YT, Guu SF, Huang CM, Hsu CF, Chao YP, Jung TP, Chuang CH. PMID: 34777144; PMCID: PMC8581621.
      View in: PubMed   Mentions: 7  
    59. 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. 2021 Sep-Oct; 18(5):1645-1666. Gu X, Cao Z, Jolfaei A, Xu P, Wu D, Jung TP, Lin CT. PMID: 33465029.
      View in: PubMed   Mentions: 59     Fields:    Translation:Humans
    60. The Current Research of Combining Multi-Modal Brain-Computer Interfaces With Virtual Reality. IEEE J Biomed Health Inform. 2021 09; 25(9):3278-3287. Wen D, Liang B, Zhou Y, Chen H, Jung TP. PMID: 33373308.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    61. Enhancing transfer performance across datasets for brain-computer interfaces using a combination of alignment strategies and adaptive batch normalization. J Neural Eng. 2021 08 31; 18(4). Xu L, Xu M, Ma Z, Wang K, Jung TP, Ming D. PMID: 34407522.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    62. Comparing the Differences in Brain Activities and Neural Comodulations Associated With Motion Sickness Between Drivers and Passengers. IEEE Trans Neural Syst Rehabil Eng. 2021; 29:1259-1267. Huang KC, John AR, Jung TP, Tsai WF, Yu YH, Lin CT. PMID: 34181544.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    63. Detection of fixation points using a small visual landmark for brain-computer interfaces. J Neural Eng. 2021 07 05; 18(4). Zhou X, Xu M, Xiao X, Wang Y, Jung TP, Ming D. PMID: 34130268.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    64. [Classification algorithms of error-related potentials in brain-computer interface]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2021 Jun 25; 38(3):463-472. Sun J, Jung TP, Xiao X, Meng J, Xu M, Ming D. PMID: 34180191; PMCID: PMC9927778.
      View in: PubMed   Mentions: 3     Fields:    
    65. Correction to: Review of brain encoding and decoding mechanisms for EEG-based brain-computer interface. Cogn Neurodyn. 2021 Oct; 15(5):921. Xu L, Xu M, Jung TP, Ming D. PMID: 34603552; PMCID: PMC8448813.
      View in: PubMed   Mentions: 1  
    66. Enhancement for P300-speller classification using multi-window discriminative canonical pattern matching. J Neural Eng. 2021 06 04; 18(4). Xiao X, Xu M, Han J, Yin E, Liu S, Zhang X, Jung TP, Ming D. PMID: 34096888.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    67. Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding. IEEE J Biomed Health Inform. 2021 06; 25(6):1915-1925. Jeng PY, Wei CS, Jung TP, Wang LC. PMID: 32960770.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    68. Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification. IEEE Trans Neural Syst Rehabil Eng. 2021; 29:699-707. Miao Y, Jin J, Daly I, Zuo C, Wang X, Cichocki A, Jung TP. PMID: 33819158.
      View in: PubMed   Mentions: 17     Fields:    
    69. Review of brain encoding and decoding mechanisms for EEG-based brain-computer interface. Cogn Neurodyn. 2021 Aug; 15(4):569-584. Xu L, Xu M, Jung TP, Ming D. PMID: 34367361; PMCID: PMC8286913.
      View in: PubMed   Mentions: 26  
    70. Retrosplenial Segregation Reflects the Navigation Load During Ambulatory Movement. IEEE Trans Neural Syst Rehabil Eng. 2021; 29:488-496. Do TN, Jung TP, Lin CT. PMID: 33544675.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    71. SSVEP-assisted RSVP brain-computer interface paradigm for multi-target classification. J Neural Eng. 2021 02 23; 18(1). Ko LW, Sandeep Vara Sankar D, Huang Y, Lu YC, Shaw S, Jung TP. PMID: 33291083.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    72. Boosting template-based SSVEP decoding by cross-domain transfer learning. J Neural Eng. 2021 02 11; 18(1). Chiang KJ, Wei CS, Nakanishi M, Jung TP. PMID: 33203813.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    73. BCI-Based Rehabilitation on the Stroke in Sequela Stage. Neural Plast. 2020; 2020:8882764. Miao Y, Chen S, Zhang X, Jin J, Xu R, Daly I, Jia J, Wang X, Cichocki A, Jung TP. PMID: 33414824; PMCID: PMC7752268.
      View in: PubMed   Mentions: 42     Fields:    Translation:Humans
    74. Tiny noise, big mistakes: adversarial perturbations induce errors in brain-computer interface spellers. Natl Sci Rev. 2021 Apr; 8(4):nwaa233. Zhang X, Wu D, Ding L, Luo H, Lin CT, Jung TP, Chavarriaga R. PMID: 34691612; PMCID: PMC8288388.
      View in: PubMed   Mentions: 7  
    75. Human Brain Dynamics Reflect the Correctness and Presentation Modality of Physics Concept Memory Retrieval. Front Hum Neurosci. 2020; 14:331. Liang CP, She HC, Huang LY, Chou WC, Chen SC, Jung TP. PMID: 33110406; PMCID: PMC7488981.
      View in: PubMed   Mentions: 1  
    76. Inter- and Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs. IEEE Trans Neural Syst Rehabil Eng. 2020 10; 28(10):2123-2135. Wong CM, Wang Z, Wang B, Lao KF, Rosa A, Xu P, Jung TP, Chen CLP, Wan F. PMID: 32841119.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    77. The EEG Signal Analysis for Spatial Cognitive Ability Evaluation Based on Multivariate Permutation Conditional Mutual Information-Multi-Spectral Image. IEEE Trans Neural Syst Rehabil Eng. 2020 10; 28(10):2113-2122. Wen D, Yuan J, Zhou Y, Xu J, Song H, Liu Y, Xu Y, Jung TP. PMID: 32833638.
      View in: PubMed   Mentions: 8     Fields:    
    78. Statistically Optimized Spatial Filtering in Decoding Steady-State Visual Evoked Potentials Based on Task-Related Component Analysis. Annu Int Conf IEEE Eng Med Biol Soc. 2020 07; 2020:3070-3073. Chiang KJ, Nakanishi M, Jung TP. PMID: 33018653.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    79. A brain-computer interface based on high-frequency steady-state asymmetric visual evoked potentials. Annu Int Conf IEEE Eng Med Biol Soc. 2020 07; 2020:3090-3093. Yue L, Xiao X, Xu M, Chen L, Wang Y, Jung TP, Ming D. PMID: 33018658.
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    83. Modeling EEG Data Distribution With a Wasserstein Generative Adversarial Network to Predict RSVP Events. IEEE Trans Neural Syst Rehabil Eng. 2020 08; 28(8):1720-1730. Panwar S, Rad P, Jung TP, Huang Y. PMID: 32746311.
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    84. Stress-Induced Effects in Resting EEG Spectra Predict the Performance of SSVEP-Based BCI. IEEE Trans Neural Syst Rehabil Eng. 2020 08; 28(8):1771-1780. Zhang HY, Stevenson CE, Jung TP, Ko LW. PMID: 32746309.
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    163. Brain oscillation and connectivity during a chemistry visual working memory task. Int J Psychophysiol. 2013 Nov; 90(2):172-9. Huang LY, She HC, Chou WC, Chuang MH, Duann JR, Jung TP. PMID: 23850831.
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    164. A mobile SSVEP-based brain-computer interface for freely moving humans: the robustness of canonical correlation analysis to motion artifacts. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:1350-3. Lin YP, Wang Y, Jung TP. PMID: 24109946.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    165. An approximation approach for rendering visual flickers in SSVEP-based BCI using monitor refresh rate. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:2176-9. Nakanishi M, Wang Y, Wang YT, Mitsukura Y, Jung TP. PMID: 24110153.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    166. Empirical mode decomposition improves detection of SSVEP. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:3901-4. Huang L, Huang X, Wang YT, Wang Y, Jung TP, Cheng CK. PMID: 24110584.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    167. An efficient VLSI implementation of on-line recursive ICA processor for real-time multi-channel EEG signal separation. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:6808-11. Shih WY, Liao JC, Huang KJ, Fang WC, Cauwenberghs G, Jung TP. PMID: 24111307.
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    168. Habituation of steady-state visual evoked potentials in response to high-frequency polychromatic foveal visual stimulation. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:803-6. Kuo HY, Chiu GC, Zao JK, Lai KL, Gruber A, Chien YY, Chou CC, Lu CK, Liu WH, Huang YS, Yang AC, Wang Y, Lin FC, Huang YP, Wang SJ, Jung TP. PMID: 24109809.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    169. Automatic design for independent component analysis based brain-computer interfacing. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:2180-3. Chuang CH, Lin YP, Ko LW, Jung TP, Lin CT. PMID: 24110154.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    170. Real-time modeling and 3D visualization of source dynamics and connectivity using wearable EEG. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:2184-7. Mullen T, Kothe C, Chi YM, Ojeda A, Kerth T, Makeig S, Cauwenberghs G, Jung TP. PMID: 24110155; PMCID: PMC4119601.
      View in: PubMed   Mentions: 173     Fields:    Translation:Humans
    171. Developing stimulus presentation on mobile devices for a truly portable SSVEP-based BCI. Annu Int Conf IEEE Eng Med Biol Soc. 2013; 2013:5271-4. Wang YT, Wang Y, Cheng CK, Jung TP. PMID: 24110925.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    172. Self-adjustments may account for the contradictory correlations between HRV and motion-sickness severity. Int J Psychophysiol. 2013 Jan; 87(1):70-80. Lin CL, Jung TP, Chuang SW, Duann JR, Lin CT, Chiu TW. PMID: 23159509.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    173. Compressed sensing for energy-efficient wireless telemonitoring of noninvasive fetal ECG via block sparse Bayesian learning. IEEE Trans Biomed Eng. 2013 Feb; 60(2):300-9. Zhang Z, Jung TP, Makeig S, Rao BD. PMID: 23144028.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    174. Progression of patterns (POP): a machine classifier algorithm to identify glaucoma progression in visual fields. Invest Ophthalmol Vis Sci. 2012 Sep 25; 53(10):6557-67. Goldbaum MH, Lee I, Jang G, Balasubramanian M, Sample PA, Weinreb RN, Liebmann JM, Girkin CA, Anderson DR, Zangwill LM, Fredette MJ, Jung TP, Medeiros FA, Bowd C. PMID: 22786913; PMCID: PMC3460386.
      View in: PubMed   Mentions: 28     Fields:    Translation:HumansCells
    175. Compressed sensing of EEG for wireless telemonitoring with low energy consumption and inexpensive hardware. IEEE Trans Biomed Eng. 2013 Jan; 60(1):221-4. Zhang Z, Jung TP, Makeig S, Rao BD. PMID: 22968206.
      View in: PubMed   Mentions: 23     Fields:    Translation:Humans
    176. Encoding of physics concepts: concreteness and presentation modality reflected by human brain dynamics. PLoS One. 2012; 7(7):e41784. Lai K, She HC, Chen SC, Chou WC, Huang LY, Jung TP, Gramann K. PMID: 22848602; PMCID: PMC3407070.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    177. EEG dynamics reflect the distinct cognitive process of optic problem solving. PLoS One. 2012; 7(7):e40731. She HC, Jung TP, Chou WC, Huang LY, Wang CY, Lin GY. PMID: 22815800; PMCID: PMC3398019.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    178. Translation of EEG spatial filters from resting to motor imagery using independent component analysis. PLoS One. 2012; 7(5):e37665. Wang Y, Wang YT, Jung TP. PMID: 22666377; PMCID: PMC3362620.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    179. Co-modulatory spectral changes in independent brain processes are correlated with task performance. Neuroimage. 2012 Sep; 62(3):1469-77. Chuang SW, Ko LW, Lin YP, Huang RS, Jung TP, Lin CT. PMID: 22634852.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    180. EEG correlates of haptic feedback in a visuomotor tracking task. Neuroimage. 2012 May 01; 60(4):2258-73. Lin CL, Shaw FZ, Young KY, Lin CT, Jung TP. PMID: 22348883.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    181. Measuring steady-state visual evoked potentials from non-hair-bearing areas. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:1806-9. Wang YT, Wang Y, Cheng CK, Jung TP. PMID: 23366262.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    182. Combining ERPs and EEG spectral features for decoding intended movement direction. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:1769-72. Li J, Wang Y, Zhang L, Jung TP. PMID: 23366253.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    183. SNR analysis of high-frequency steady-state visual evoked potentials from the foveal and extrafoveal regions of human retina. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:1810-4. Lin FC, Zao JK, Tu KC, Wang Y, Huang YP, Chuang CW, Kuo HY, Chien YY, Chou CC, Jung TP. PMID: 23366263.
      View in: PubMed   Mentions: 10     Fields:    Translation:HumansCells
    184. Preventing lapse in performance using a drowsiness monitoring and management system. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:3336-9. Huang KC, Jung TP, Chuang CH, Ko LW, Lin CT. PMID: 23366640.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    185. Assisting autistic children with wireless EOG technology. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:3504-6. Rapela J, Lin TY, Westerfield M, Jung TP, Townsend J. PMID: 23366682.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    186. Dry and noncontact EEG sensors for mobile brain-computer interfaces. IEEE Trans Neural Syst Rehabil Eng. 2012 Mar; 20(2):228-35. Chi YM, Wang YT, Wang Y, Maier C, Jung TP, Cauwenberghs G. PMID: 22180514.
      View in: PubMed   Mentions: 63     Fields:    Translation:Humans
    187. Cognition in action: imaging brain/body dynamics in mobile humans. Rev Neurosci. 2011; 22(6):593-608. Gramann K, Gwin JT, Ferris DP, Oie K, Jung TP, Lin CT, Liao LD, Makeig S. PMID: 22070621.
      View in: PubMed   Mentions: 117     Fields:    Translation:Humans
    188. Alpha modulation in parietal and retrosplenial cortex correlates with navigation performance. Psychophysiology. 2012 Jan; 49(1):43-55. Chiu TC, Gramann K, Ko LW, Duann JR, Jung TP, Lin CT. PMID: 21824156.
      View in: PubMed   Mentions: 21     Fields:    Translation:Humans
    189. A collaborative brain-computer interface for improving human performance. PLoS One. 2011; 6(5):e20422. Wang Y, Jung TP. PMID: 21655253; PMCID: PMC3105048.
      View in: PubMed   Mentions: 24     Fields:    Translation:HumansCTClinical Trials
    190. A cell-phone-based brain-computer interface for communication in daily life. J Neural Eng. 2011 Apr; 8(2):025018. Wang YT, Wang Y, Jung TP. PMID: 21436517.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    191. Effect of respiratory modulation on relationship between heart rate variability and motion sickness. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:1921-4. Lin CT, Lin CL, Chiu TW, Duann JR, Jung TP. PMID: 22254707.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    192. Generalizations of the subject-independent feature set for music-induced emotion recognition. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:6092-5. Lin YP, Chen JH, Duann JR, Lin CT, Jung TP. PMID: 22255729.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    193. Tonic and phasic EEG and behavioral changes induced by arousing feedback. Neuroimage. 2010 Aug 15; 52(2):633-42. Lin CT, Huang KC, Chao CF, Chen JA, Chiu TW, Ko LW, Jung TP. PMID: 20438854.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    194. EEG-based emotion recognition in music listening. IEEE Trans Biomed Eng. 2010 Jul; 57(7):1798-806. Lin YP, Wang CH, Jung TP, Wu TL, Jeng SK, Duann JR, Chen JH. PMID: 20442037.
      View in: PubMed   Mentions: 143     Fields:    Translation:Humans
    195. Electroencephalographic dynamics of musical emotion perception revealed by independent spectral components. Neuroreport. 2010 Apr 21; 21(6):410-5. Lin YP, Duann JR, Chen JH, Jung TP. PMID: 20300041.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    196. Dry-contact and noncontact biopotential electrodes: methodological review. IEEE Rev Biomed Eng. 2010; 3:106-19. Chi YM, Jung TP, Cauwenberghs G. PMID: 22275204.
      View in: PubMed   Mentions: 171     Fields:    Translation:Humans
    197. Estimation of alertness levels with changes in decibel scale wavelength of EEG during dual-task simulation of auditory sonar target detection. Annu Int Conf IEEE Eng Med Biol Soc. 2010; 2010:4444-7. Arjunan SP, Kumar DK, Jung TP. PMID: 21095767.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    198. Arousing feedback rectifies lapse in performance and corresponding EEG power spectrum. Annu Int Conf IEEE Eng Med Biol Soc. 2010; 2010:1792-5. Jung TP, Huang KC, Chuang CH, Chen JA, Ko LW, Chiu TW, Lin CT. PMID: 21095934.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    199. Patterns of glaucomatous visual field loss in sita fields automatically identified using independent component analysis. Trans Am Ophthalmol Soc. 2009 Dec; 107:136-44. Goldbaum MH, Jang GJ, Bowd C, Hao J, Zangwill LM, Liebmann J, Girkin C, Jung TP, Weinreb RN, Sample PA. PMID: 20126490; PMCID: PMC2814563.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    200. Spatial and temporal EEG dynamics of motion sickness. Neuroimage. 2010 Feb 01; 49(3):2862-70. Chen YC, Duann JR, Chuang SW, Lin CL, Ko LW, Jung TP, Lin CT. PMID: 19833217.
      View in: PubMed   Mentions: 25     Fields:    Translation:Humans
    201. Review of wireless and wearable electroencephalogram systems and brain-computer interfaces--a mini-review. Gerontology. 2010; 56(1):112-9. Lin CT, Ko LW, Chang MH, Duann JR, Chen JY, Su TP, Jung TP. PMID: 19641287.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    202. Linking brain, mind and behavior. Int J Psychophysiol. 2009 Aug; 73(2):95-100. Makeig S, Gramann K, Jung TP, Sejnowski TJ, Poizner H. PMID: 19414039; PMCID: PMC2796545.
      View in: PubMed   Mentions: 137     Fields:    Translation:Humans
    203. Changes in decibel scale wavelength properties of EEG with alertness levels while performing sustained attention tasks. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:6288-91. Arjunan SP, Kumar DK, Jung TP. PMID: 19963917.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    204. EEG dynamics during music appreciation. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:5316-9. Lin YP, Jung TP, Chen JH. PMID: 19964121.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    205. Analyzing high-density ECG signals using ICA. IEEE Trans Biomed Eng. 2008 Nov; 55(11):2528-37. Zhu Y, Shayan A, Zhang W, Chen TL, Jung TP, Duann JR, Makeig S, Cheng CK. PMID: 18990622.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    206. Tonic and phasic electroencephalographic dynamics during continuous compensatory tracking. Neuroimage. 2008 Feb 15; 39(4):1896-909. Huang RS, Jung TP, Delorme A, Makeig S. PMID: 18083601.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    207. Task performance and eye activity: predicting behavior relating to cognitive workload. Aviat Space Environ Med. 2007 May; 78(5 Suppl):B176-85. Tsai YF, Viirre E, Strychacz C, Chase B, Jung TP. PMID: 17547318.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    208. Regional CBF changes in Parkinson's disease: a correlation with motor dysfunction. Eur J Nucl Med Mol Imaging. 2007 Sep; 34(9):1458-66. Hsu JL, Jung TP, Hsu CY, Hsu WC, Chen YK, Duann JR, Wang HC, Makeig S. PMID: 17437108.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    209. EEG effects of motion sickness induced in a dynamic virtual reality environment. Annu Int Conf IEEE Eng Med Biol Soc. 2007; 2007:3872-5. Lin CT, Chuang SW, Chen YC, Ko LW, Liang SF, Jung TP. PMID: 18002844.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    210. Spatial density reduction in the study of the ECG signal using independent component analysis. Annu Int Conf IEEE Eng Med Biol Soc. 2007; 2007:5497-500. Arani AS, Zhu Y, Zhang W, Jung TP, Duann JR, Makeig S, Cheng CK. PMID: 18003256.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    211. Mapping single-trial EEG records on the cortical surface through a spatiotemporal modality. Neuroimage. 2006 Aug 01; 32(1):195-207. Tsai AC, Liou M, Jung TP, Onton JA, Cheng PE, Huang CC, Duann JR, Makeig S. PMID: 16730194.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    212. Spatiotemporal dynamics of the functional architecture for gain fields in inferior parietal lobule of behaving monkey. Cereb Cortex. 2007 Feb; 17(2):378-90. Siegel RM, Duann JR, Jung TP, Sejnowski T. PMID: 16603713; PMCID: PMC1995020.
      View in: PubMed   Mentions: 8     Fields:    Translation:Animals
    213. Repeated decompositions reveal the stability of infomax decomposition of fMRI data. Conf Proc IEEE Eng Med Biol Soc. 2005; 2005:5324-7. Duann JR, Jung TP, Makeig S, Sejnowski T. PMID: 17281453; PMCID: PMC2925021.
      View in: PubMed   Mentions: 1     Fields:    
    214. Analyzing event-related brain dynamics in continuous compensatory tracking tasks. Conf Proc IEEE Eng Med Biol Soc. 2005; 2005:5750-3. Huang RS, Jung TP, Makeig S. PMID: 17281564.
      View in: PubMed   Mentions: 5     Fields:    
    215. Electroencephalographic brain dynamics following manually responded visual targets. PLoS Biol. 2004 Jun; 2(6):e176. Makeig S, Delorme A, Westerfield M, Jung TP, Townsend J, Courchesne E, Sejnowski TJ. PMID: 15208723; PMCID: PMC423146.
      View in: PubMed   Mentions: 135     Fields:    Translation:Humans
    216. Single-trial variability in event-related BOLD signals. Neuroimage. 2002 Apr; 15(4):823-35. Duann JR, Jung TP, Kuo WJ, Yeh TC, Makeig S, Hsieh JC, Sejnowski TJ. PMID: 11906223.
      View in: PubMed   Mentions: 51     Fields:    Translation:Humans
    217. Imaging Brain Dynamics Using Independent Component Analysis. Proc IEEE Inst Electr Electron Eng. 2001 Jul 01; 89(7):1107-1122. Jung TP, Makeig S, McKeown MJ, Bell AJ, Lee TW, Sejnowski TJ. PMID: 20824156; PMCID: PMC2932458.
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