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Peng Xu 0001
Person information
- affiliation: University of Electronic Science and Technology of China, Center for Information in Medicine, Chengdu, China
- affiliation (2007 - 2009): University of California, Los Angeles, Geffen School of Medicine, Department of Neurosurgery, CA, USA
- affiliation (PhD 2006): University of Electronic Science and Technology of China, Department of Biometrical Engineering, Chengdu, China
Other persons with the same name
- Peng Xu (aka: Xu Peng) — disambiguation page
- Peng Xu 0002
— Chongqing University of Posts and Telecommunications, China (and 1 more)
- Peng Xu 0003
- Peng Xu 0004
- Peng Xu 0005
- Peng Xu 0006
- Peng Xu 0007
- Peng Xu 0008
- Peng Xu 0009 — University of Maryland, Department of Electrical and Computer Engineering, Institute for Systems Research, MD, USA
- Peng Xu 0010 — Google DeepMind, Department of Robotics
2020 – today
- 2025
- [j75]Weishan Ye
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition. IEEE Trans. Affect. Comput. 16(1): 290-305 (2025) - 2024
- [j74]Lin Jiang
Multimodal Covariance Network Reflects Individual Cognitive Flexibility. Int. J. Neural Syst. 34(4): 2450018:1-2450018:18 (2024) - [j73]Chanlin Yi
Abnormal trial-to-trial variability in P300 time-varying directed eeg network of schizophrenia. Medical Biol. Eng. Comput. 62(11): 3327-3341 (2024) - [j72]Yajing Si
Relationship Between Decision Making and Resting-State EEG in Adolescents With Different Emotional Stabilities. IEEE Trans. Cogn. Dev. Syst. 16(1): 243-250 (2024) - [j71]Cunbo Li
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10258-10272 (2024) - [j70]Peiyang Li
Granger Causal Inference Based on Dual Laplacian Distribution and Its Application to MI-BCI Classification. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16181-16195 (2024) - [j69]Cunbo Li
Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition. IEEE Trans. Syst. Man Cybern. Syst. 54(12): 7794-7808 (2024) - [c18]Wanjun Chen, Junpu Wang, Chanlin Yi, Fali Li, Peng Xu:
A Novel End-to-End Framework to Image Cortical Networks from EEG. CIVEMSA 2024: 1-6 - [c17]Junhao Guo, Chanlin Yi, Fali Li, Peng Xu, Yin Tian:
MindLDM: Reconstruct Visual Stimuli from fMRI Using Latent Diffusion Model. CIVEMSA 2024: 1-6 - [c16]Guangying Wang, Lin Jiang, Shilai Zhang, Dezhong Yao, Peng Xu, Fali Li:
Heterogeneity characterization of psychiatric diseases based on common orthogonal basis extraction. CIVEMSA 2024: 1-5 - [c15]Zihan Weng, Xiabing Zhang, Yufeng Mou, Chanlin Yi, Fali Li, Pouya Bashivan, Peng Xu:
A Hybrid CNN-Transformer Approach for Continuous Fine Finger Motion Decoding from sEMG Signals. CIVEMSA 2024: 1-6 - [c14]Shilai Zhang, Lin Jiang, Guangying Wang, Dezhong Yao, Peng Xu, Fali Li:
Dynamic causal modeling of P300 processing in schizophrenia. CIVEMSA 2024: 1-5 - [c13]Pengcheng Zhu, Cunbo Li, Peiyang Li, Fali Li, Dezhong Yao, Peng Xu:
A Novel Robust Sparse Granger Causality Inference Method and Its Application in MI EEG. CIVEMSA 2024: 1-6 - [i3]Yue Pan, Qile Liu, Qing Liu, Li Zhang, Gan Huang, Xin Chen, Fali Li, Peng Xu, Zhen Liang:
DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis. CoRR abs/2407.20519 (2024) - 2023
- [j68]Xiabing Zhang
A Wearable Master-Slave Rehabilitation Robot Based on an Epidermal Array Electrode Sleeve and Multichannel Electromyography Network. Adv. Intell. Syst. 5(3) (2023) - [j67]Xiabing Zhang
Within and between electrophysiology networks for EEG and EMG under different thumb forces. Biomed. Signal Process. Control. 86(Part B): 105249 (2023) - [j66]Xiabing Zhang, Bin Lu, Chunli Chen, Lei Yang, Wanjun Chen, Dezhong Yao, Jingming Hou, Jing Qiu, Fali Li, Peng Xu:
The correlation between upper body grip strength and resting-state EEG network. Medical Biol. Eng. Comput. 61(8): 2139-2148 (2023) - [j65]Lin Jiang, Fali Li
Information transmission velocity-based dynamic hierarchical brain networks. NeuroImage 270: 119997 (2023) - [j64]Jianbo Chen
A transformer-based deep neural network model for SSVEP classification. Neural Networks 164: 521-534 (2023) - 2022
- [j63]Yi Zhang, Guan Wang, Ziwen Li, Mingjun Xie, Branko G. Celler, Steven W. Su, Peng Xu, Dezhong Yao:
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series. Frontiers Neuroinformatics 16 (2022) - [j62]Lin Jiang, Fali Li, Baodan Chen, Chanlin Yi, Yueheng Peng, Tao Zhang, Dezhong Yao, Peng Xu:
The Task-Dependent Modular Covariance Networks Unveiled by Multiple-Way Fusion-Based Analysis. Int. J. Neural Syst. 32(7): 2250035:1-2250035:21 (2022) - [j61]Ze Wang
Learning Curve of a Short-Time Neurofeedback Training: Reflection of Brain Network Dynamics Based on Phase-Locking Value. IEEE Trans. Cogn. Dev. Syst. 14(3): 1282-1295 (2022) - [j60]Chanlin Yi
A Novel Method for Constructing EEG Large-Scale Cortical Dynamical Functional Network Connectivity (dFNC): WTCS. IEEE Trans. Cybern. 52(12): 12869-12881 (2022) - [j59]Cunbo Li, Ning Li, Yuan Qiu, Yueheng Peng, Yifeng Wang, Lili Deng, Teng Ma, Fali Li, Dezhong Yao, Peng Xu:
Multimodal collaborative BCI system based on the improved CSP feature extraction algorithm. Virtual Real. Intell. Hardw. 4(1): 22-37 (2022) - [i2]Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan:
A Transformer-based deep neural network model for SSVEP classification. CoRR abs/2210.04172 (2022) - 2021
- [j58]Qin Tao, Yajing Si, Fali Li, Peiyang Li, Yuqin Li, Shu Zhang, Feng Wan
Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG. Int. J. Neural Syst. 31(7): 2150031:1-2150031:19 (2021) - [j57]Yangsong Zhang, Huan Cai
An end-to-end 3D convolutional neural network for decoding attentive mental state. Neural Networks 144: 129-137 (2021) - [j56]Fali Li
Reconfiguration of Brain Network Between Resting State and P300 Task. IEEE Trans. Cogn. Dev. Syst. 13(2): 383-390 (2021) - [j55]Yajing Si
The Growing From Adolescence to Adulthood Influences the Decision Strategy to Unfair Situations. IEEE Trans. Cogn. Dev. Syst. 13(3): 586-592 (2021) - [j54]Chanlin Yi
Constructing EEG Large-Scale Cortical Functional Network Connectivity Based on Brain Atlas by S Estimator. IEEE Trans. Cogn. Dev. Syst. 13(4): 769-778 (2021) - [j53]Yun Qin
How Alpha Rhythm Spatiotemporally Acts Upon the Thalamus-Default Mode Circuit in Idiopathic Generalized Epilepsy. IEEE Trans. Biomed. Eng. 68(4): 1282-1292 (2021) - [j52]Xiaotong Gu, Zehong Cao
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) - [j51]Joyce Chelangat Bore
A Long Short-Term Memory Network for Sparse Spatiotemporal EEG Source Imaging. IEEE Trans. Medical Imaging 40(12): 3787-3800 (2021) - [c12]Shun Liu
Temporal Flexibility of Spatial and Frequency Embedded Network Predicts Individual Learning Ability Variation in Neurofeedback Training. CIVEMSA 2021: 1-6 - [c11]Yi Zhang, Lifu Zhang
Noise-assisted Multivariate Empirical Mode Decomposition based Causal Decomposition for Detecting Upper Limb Movement in EEG-EMG Hybrid Brain Computer Interface. EMBC 2021: 6029-6032 - 2020
- [j50]Zehong Cao
IEEE Access Special Section Editorial: Neural Engineering Informatics. IEEE Access 8: 201696-201699 (2020) - [j49]Peiyang Li
Robust brain causality network construction based on Bayesian multivariate autoregression. Biomed. Signal Process. Control. 58: 101864 (2020) - [j48]Tao Zhang, Cunbo Li
Separated Channel Attention Convolutional Neural Network (SC-CNN-Attention) to Identify ADHD in Multi-Site Rs-fMRI Dataset. Entropy 22(8): 893 (2020) - [j47]Fali Li, Qin Tao, Wenjing Peng, Tao Zhang, Yajing Si, Yangsong Zhang, Chanlin Yi, Bharat B. Biswal
Inter-subject P300 variability relates to the efficiency of brain networks reconfigured from resting- to task-state: Evidence from a simultaneous event-related EEG-fMRI study. NeuroImage 205 (2020) - [j46]Yajing Si, Fali Li, Keyi Duan, Qin Tao, Cunbo Li
Predicting individual decision-making responses based on single-trial EEG. NeuroImage 206 (2020) - [j45]Joyce Chelangat Bore, Peiyang Li
Directed EEG neural network analysis by LAPPS (p≤1) Penalized sparse Granger approach. Neural Networks 124: 213-222 (2020) - [j44]Chanlin Yi, Chunli Chen, Yajing Si, Fali Li
Constructing large-scale cortical brain networks from scalp EEG with Bayesian nonnegative matrix factorization. Neural Networks 125: 338-348 (2020) - [i1]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)
2010 – 2019
- 2019
- [j43]Joyce Chelangat Bore
Sparse Autoregressive Modeling via the Least Absolute LP-Norm Penalized Solution. IEEE Access 7: 40959-40968 (2019) - [j42]Tiejun Liu, Yangsong Zhang
Fusing Canonical Coefficients for Frequency Recognition in SSVEP-Based BCI. IEEE Access 7: 52467-52472 (2019) - [j41]Xuyang Zhu, Peiyang Li
Separated channel convolutional neural network to realize the training free motor imagery BCI systems. Biomed. Signal Process. Control. 49: 396-403 (2019) - [j40]Dennis Joe Harmah, Cunbo Li, Fali Li, Yuanyuan Liao, Jiuju Wang
Measuring the Non-linear Directed Information Flow in Schizophrenia by Multivariate Transfer Entropy. Frontiers Comput. Neurosci. 13: 85 (2019) - [j39]Penghui Song, Hua Lin, Chunyan Liu, Yuanling Jiang, Yicong Lin, Qing Xue, Peng Xu, Yuping Wang:
Transcranial Magnetic Stimulation to the Middle Frontal Gyrus During Attention Modes Induced Dynamic Module Reconfiguration in Brain Networks. Frontiers Neuroinformatics 13: 22 (2019) - [j38]Fali Li, Wenjing Peng, Yuanling Jiang, Limeng Song, Yuanyuan Liao
The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG. Int. J. Neural Syst. 29(1): 1850016:1-1850016:16 (2019) - [j37]Shengdun Wu
Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches. Neural Networks 110: 91-103 (2019) - [j36]Yangsong Zhang, Erwei Yin, Fali Li, Yu Zhang, Daqing Guo, Dezhong Yao, Peng Xu:
Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs. Neural Networks 119: 1-9 (2019) - [j35]Joyce Chelangat Bore
Sparse EEG Source Localization Using LAPPS: Least Absolute l-P (0<p<1) Penalized Solution. IEEE Trans. Biomed. Eng. 66(7): 1927-1939 (2019) - [j34]Peiyang Li
EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations. IEEE Trans. Biomed. Eng. 66(10): 2869-2881 (2019) - [c10]Cunbo Li, Peiyang Li, Lin Jiang, Xuyang Zhu, Yajing Si, Ying Zeng, Dezhong Yao, Peng Xu:
Emotion Recognition with the Feature extracted from brain Networks. CIVEMSA 2019: 1-4 - [c9]Qin Tao, Yajing Si, Fali Li, Keyi Duan, Yuanling Jiang, Yuanyuan Liao, Dezhong Yao, Peng Xu:
The Different Patterns of Reward Magnitude: A Scalp EEG Research. CIVEMSA 2019: 1-4 - [c8]Yi Zhang, Yi Tie, Yingxue Wang, Xiabing Zhang, Yan Cui
Identification of Neuromuscular Causal Relationship Between Brain and Muscles in Limb Movement by Using Ensemble Empirical Mode Decomposition based Causal Decomposition. EMBC 2019: 2667-2670 - 2018
- [j33]Tao Zhang
The Time-Varying Network Patterns in Motor Imagery Revealed by Adaptive Directed Transfer Function Analysis for fMRI. IEEE Access 6: 60339-60352 (2018) - [j32]Fali Li
The Construction of Large-Scale Cortical Networks for P300 From Scalp EEG. IEEE Access 6: 68498-68506 (2018) - [j31]Teng Ma
An Adaptive Calibration Framework for mVEP-Based Brain-Computer Interface. Comput. Math. Methods Medicine 2018: 9476432:1-9476432:14 (2018) - [j30]Daqing Guo, Fengru Guo, Yangsong Zhang, Fali Li, Yang Xia, Peng Xu, Dezhong Yao:
Periodic Visual Stimulation Induces Resting-State Brain Network Reconfiguration. Frontiers Comput. Neurosci. 12: 21 (2018) - [j29]Fali Li, Jiuju Wang
Top-Down Disconnectivity in Schizophrenia During P300 Tasks. Frontiers Comput. Neurosci. 12: 33 (2018) - [c7]Yi Zhang, Qin Yang, Winnie Pang, Ahmadreza Argha, Peng Xu, Steven W. Su
Congestive Heart Failure Detection Via Short-Time Electrocardiographic Monitoring For Fast Reference Advice In Urgent Medical Conditions. EMBC 2018: 2256-2259 - 2017
- [j28]Luyan Zhang, Yi Liang, Fali Li, Hongbin Sun, Wenjing Peng, Peishan Du, Yajing Si, Limeng Song, Liang Yu, Peng Xu:
Time-Varying Networks of Inter-Ictal Discharging Reveal Epileptogenic Zone. Frontiers Comput. Neurosci. 11: 77 (2017) - [j27]Yangsong Zhang
The extension of multivariate synchronization index method for SSVEP-based BCI. Neurocomputing 269: 226-231 (2017) - [c6]Yi Zhang, Steven W. Su
Performance evaluation of Noise-Assisted Multivariate Empirical Mode Decomposition and its application to multichannel EMG signals. EMBC 2017: 3457-3460 - 2016
- [j26]Tao Zhang
Structural and functional correlates of motor imagery BCI performance: Insights from the patterns of fronto-parietal attention network. NeuroImage 134: 475-485 (2016) - 2015
- [j25]Dongrui Gao, Rui Zhang, Tiejun Liu, Fali Li, Teng Ma, Xulin Lv, Peiyang Li, Dezhong Yao, Peng Xu:
Enhanced Z-LDA for Small Sample Size Training in Brain-Computer Interface Systems. Comput. Math. Methods Medicine 2015: 680769:1-680769:7 (2015) - [j24]Li Dong
Characterizing nonlinear relationships in functional imaging data using eigenspace maximal information canonical correlation analysis (emiCCA). NeuroImage 109: 388-401 (2015) - [j23]Mingming Chen, Daqing Guo, Min Li, Tao Ma, Shengdun Wu
Critical Roles of the Direct GABAergic Pallido-cortical Pathway in Controlling Absence Seizures. PLoS Comput. Biol. 11(10) (2015) - [j22]Rui Zhang, Peng Xu, Rui Chen, Teng Ma, Xulin Lv, Fali Li, Peiyang Li, Tiejun Liu, Dezhong Yao:
An Adaptive Motion-Onset VEP-Based Brain-Computer Interface. IEEE Trans. Auton. Ment. Dev. 7(4): 349-356 (2015) - [c5]Rui Zhang, Yanping Yang, Junbo Wang, Teng Ma, Xulin Lv, Peng Xu:
A speller system for locked-in patient to communicate with friends. CCECE 2015: 1203-1206 - [c4]Weiwei Zhou, Peiyang Li, Xurui Wang, Fali Li, Huan Liu, Rui Zhang, Teng Ma, Tiejun Liu, Daqing Guo, Dezhong Yao, Peng Xu:
Lp norm spectral regression for feature extraction in outlier conditions. DSP 2015: 535-538 - 2014
- [j21]Zhenyu Wang, Peng Xu, Tiejun Liu, Yin Tian, Xu Lei, Dezhong Yao:
Robust removal of ocular artifacts by combining Independent Component Analysis and system identification. Biomed. Signal Process. Control. 10: 250-259 (2014) - [j20]Peng Xu, Tiejun Liu, Rui Zhang, Yangsong Zhang
Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI. Biomed. Signal Process. Control. 10: 289-295 (2014) - [j19]Yangsong Zhang
An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI. Comput. Math. Methods Medicine 2014: 908719:1-908719:7 (2014) - [j18]Li Dong
Simultaneous EEG-fMRI: Trial level spatio-temporal fusion for hierarchically reliable information discovery. NeuroImage 99: 28-41 (2014) - [j17]Mingming Chen, Daqing Guo, Tiebin Wang, Wei Jing, Yang Xia, Peng Xu, Cheng Luo
Bidirectional Control of Absence Seizures by the Basal Ganglia: A Computational Evidence. PLoS Comput. Biol. 10(3) (2014) - [j16]Peng Xu, Xiuchun Xiong, Qing Xue, Peiyang Li, Rui Zhang, Zhenyu Wang, Pedro A. Valdés-Sosa
Differentiating Between Psychogenic Nonepileptic Seizures and Epilepsy Based on Common Spatial Pattern of Weighted EEG Resting Networks. IEEE Trans. Biomed. Eng. 61(6): 1747-1755 (2014) - 2013
- [j15]Peng Xu, Xiao Hu, Dezhong Yao:
Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure. Comput. Biol. Medicine 43(5): 425-433 (2013) - [j14]Rui Zhang
Local Temporal Correlation Common Spatial Patterns for Single Trial EEG Classification during Motor Imagery. Comput. Math. Methods Medicine 2013: 591216:1-591216:7 (2013) - [c3]Yangsong Zhang
SSVEP Responses Reveal the Efficiency of Functional Brain Network Entrained by the Flickering Stimulus. ICONS 2013: 619-623 - 2010
- [j13]Xiao Hu, Peng Xu, Shaozhi Wu, Shadnaz Asgari, Marvin Bergsneider:
A data mining framework for time series estimation. J. Biomed. Informatics 43(2): 190-199 (2010) - [j12]Peng Xu, Yin Tian, Xu Lei, Dezhong Yao:
Neuroelectric source imaging using 3SCO: A space coding algorithm based on particle swarm optimization and l0 norm constraint. NeuroImage 51(1): 183-205 (2010) - [j11]Xu Lei, Chuan Qiu, Peng Xu, Dezhong Yao:
A parallel framework for simultaneous EEG/fMRI analysis: Methodology and simulation. NeuroImage 52(3): 1123-1134 (2010) - [j10]Xiao Hu, Peng Xu, Shadnaz Asgari, Paul M. Vespa, Marvin Bergsneider:
Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology. IEEE Trans. Biomed. Eng. 57(5): 1070-1078 (2010) - [j9]Peng Xu, Magdalena Kasprowicz
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression. IEEE Trans. Inf. Technol. Biomed. 14(4): 971-978 (2010)
2000 – 2009
- 2009
- [j8]Xu Lei, Peng Xu, Antao Chen, Dezhong Yao:
Gaussian source model based iterative algorithm for EEG source imaging. Comput. Biol. Medicine 39(11): 978-988 (2009) - [j7]Fabien Scalzo, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu:
Regression analysis for peak designation in pulsatile pressure signals. Medical Biol. Eng. Comput. 47(9): 967-977 (2009) - [j6]Xiao Hu, Peng Xu, Fabien Scalzo, Paul M. Vespa, Marvin Bergsneider:
Morphological Clustering and Analysis of Continuous Intracranial Pressure. IEEE Trans. Biomed. Eng. 56(3): 696-705 (2009) - [c2]Shaozhi Wu, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu:
Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques. CSIE (5) 2009: 382-386 - 2008
- [c1]Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu:
Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. ISVC (1) 2008: 370-380 - 2007
- [j5]Peng Xu, Dezhong Yao:
A study on medical image registration by mutual information with pyramid data structure. Comput. Biol. Medicine 37(3): 320-327 (2007) - [j4]Peng Xu, Dezhong Yao:
Development and evaluation of the sparse decomposition method with mixed over-complete dictionary for evoked potential estimation. Comput. Biol. Medicine 37(12): 1731-1740 (2007) - [j3]Peng Xu, Yin Tian, Huafu Chen, Dezhong Yao:
Lp Norm Iterative Sparse Solution for EEG Source Localization. IEEE Trans. Biomed. Eng. 54(3): 400-409 (2007) - 2006
- [j2]Peng Xu, Dezhong Yao:
A novel method based on realistic head model for EEG denoising. Comput. Methods Programs Biomed. 83(2): 104-110 (2006) - [j1]Peng Xu, Dezhong Yao:
Two dictionaries matching pursuit for sparse decomposition of signals. Signal Process. 86(11): 3472-3480 (2006)
Coauthor Index
[j74] [j73] [j72] [j71] [j69] [c16] [c14] [c13] [j68] [j67] [j66] [j65] [j63] [j62] [j60] [j59] [j58] [j56] [j55] [j54] [j53] [j51] [c11] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [j38] [j37] [j36] [j35] [j34] [c10] [c9] [c8] [j33] [j32] [j31] [j30] [j29] [c7] [j27] [c6] [j26] [j25] [j24] [j23] [j22] [c4] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [c3] [j12] [j11] [j8] [j5] [j4] [j3] [j2] [j1]
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