Peng Xu
Orcid: 0000-0002-7932-0386Affiliations:
- University of Electronic Science and Technology of China, Center for Information in Medicine, Chengdu, China
- University of California, Los Angeles, Geffen School of Medicine, Department of Neurosurgery, CA, USA (2007 - 2009)
- University of Electronic Science and Technology of China, Department of Biometrical Engineering, Chengdu, China (PhD 2006)
According to our database1,
Peng Xu
authored at least 93 papers
between 2006 and 2024.
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Bibliography
2024
Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition.
IEEE Trans. Syst. Man Cybern. Syst., December, 2024
Granger Causal Inference Based on Dual Laplacian Distribution and Its Application to MI-BCI Classification.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Abnormal trial-to-trial variability in P300 time-varying directed eeg network of schizophrenia.
Medical Biol. Eng. Comput., November, 2024
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Int. J. Neural Syst., April, 2024
Relationship Between Decision Making and Resting-State EEG in Adolescents With Different Emotional Stabilities.
IEEE Trans. Cogn. Dev. Syst., February, 2024
CoRR, 2024
A Novel Robust Sparse Granger Causality Inference Method and Its Application in MI EEG.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024
A Hybrid CNN-Transformer Approach for Continuous Fine Finger Motion Decoding from sEMG Signals.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024
Heterogeneity characterization of psychiatric diseases based on common orthogonal basis extraction.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024
2023
Within and between electrophysiology networks for EEG and EMG under different thumb forces.
Biomed. Signal Process. Control., September, 2023
Medical Biol. Eng. Comput., August, 2023
Neural Networks, July, 2023
NeuroImage, April, 2023
A Wearable Master-Slave Rehabilitation Robot Based on an Epidermal Array Electrode Sleeve and Multichannel Electromyography Network.
Adv. Intell. Syst., March, 2023
2022
Multimodal collaborative BCI system based on the improved CSP feature extraction algorithm.
Virtual Real. Intell. Hardw., 2022
A Novel Method for Constructing EEG Large-Scale Cortical Dynamical Functional Network Connectivity (dFNC): WTCS.
IEEE Trans. Cybern., 2022
Learning Curve of a Short-Time Neurofeedback Training: Reflection of Brain Network Dynamics Based on Phase-Locking Value.
IEEE Trans. Cogn. Dev. Syst., 2022
The Task-Dependent Modular Covariance Networks Unveiled by Multiple-Way Fusion-Based Analysis.
Int. J. Neural Syst., 2022
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series.
Frontiers Neuroinformatics, 2022
2021
IEEE Trans. Medical Imaging, 2021
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
How Alpha Rhythm Spatiotemporally Acts Upon the Thalamus-Default Mode Circuit in Idiopathic Generalized Epilepsy.
IEEE Trans. Biomed. Eng., 2021
Constructing EEG Large-Scale Cortical Functional Network Connectivity Based on Brain Atlas by S Estimator.
IEEE Trans. Cogn. Dev. Syst., 2021
The Growing From Adolescence to Adulthood Influences the Decision Strategy to Unfair Situations.
IEEE Trans. Cogn. Dev. Syst., 2021
IEEE Trans. Cogn. Dev. Syst., 2021
Neural Networks, 2021
Int. J. Neural Syst., 2021
Noise-assisted Multivariate Empirical Mode Decomposition based Causal Decomposition for Detecting Upper Limb Movement in EEG-EMG Hybrid Brain Computer Interface.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Temporal Flexibility of Spatial and Frequency Embedded Network Predicts Individual Learning Ability Variation in Neurofeedback Training.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2021
2020
Constructing large-scale cortical brain networks from scalp EEG with Bayesian nonnegative matrix factorization.
Neural Networks, 2020
Directed EEG neural network analysis by LAPPS (p≤1) Penalized sparse Granger approach.
Neural Networks, 2020
NeuroImage, 2020
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, 2020
Separated Channel Attention Convolutional Neural Network (SC-CNN-Attention) to Identify ADHD in Multi-Site Rs-fMRI Dataset.
Entropy, 2020
Robust brain causality network construction based on Bayesian multivariate autoregression.
Biomed. Signal Process. Control., 2020
IEEE Access, 2020
2019
EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations.
IEEE Trans. Biomed. Eng., 2019
Sparse EEG Source Localization Using LAPPS: Least Absolute l-P (0<p<1) Penalized Solution.
IEEE Trans. Biomed. Eng., 2019
Neural Networks, 2019
Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches.
Neural Networks, 2019
The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG.
Int. J. Neural Syst., 2019
Transcranial Magnetic Stimulation to the Middle Frontal Gyrus During Attention Modes Induced Dynamic Module Reconfiguration in Brain Networks.
Frontiers Neuroinformatics, 2019
Measuring the Non-linear Directed Information Flow in Schizophrenia by Multivariate Transfer Entropy.
Frontiers Comput. Neurosci., 2019
Separated channel convolutional neural network to realize the training free motor imagery BCI systems.
Biomed. Signal Process. Control., 2019
IEEE Access, 2019
IEEE Access, 2019
Identification of Neuromuscular Causal Relationship Between Brain and Muscles in Limb Movement by Using Ensemble Empirical Mode Decomposition based Causal Decomposition.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019
2018
Frontiers Comput. Neurosci., 2018
Frontiers Comput. Neurosci., 2018
Comput. Math. Methods Medicine, 2018
The Time-Varying Network Patterns in Motor Imagery Revealed by Adaptive Directed Transfer Function Analysis for fMRI.
IEEE Access, 2018
IEEE Access, 2018
Congestive Heart Failure Detection Via Short-Time Electrocardiographic Monitoring For Fast Reference Advice In Urgent Medical Conditions.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Neurocomputing, 2017
Frontiers Comput. Neurosci., 2017
Performance evaluation of Noise-Assisted Multivariate Empirical Mode Decomposition and its application to multichannel EMG signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Structural and functional correlates of motor imagery BCI performance: Insights from the patterns of fronto-parietal attention network.
NeuroImage, 2016
2015
IEEE Trans. Auton. Ment. Dev., 2015
Critical Roles of the Direct GABAergic Pallido-cortical Pathway in Controlling Absence Seizures.
PLoS Comput. Biol., 2015
Characterizing nonlinear relationships in functional imaging data using eigenspace maximal information canonical correlation analysis (emiCCA).
NeuroImage, 2015
Comput. Math. Methods Medicine, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015
2014
Differentiating Between Psychogenic Nonepileptic Seizures and Epilepsy Based on Common Spatial Pattern of Weighted EEG Resting Networks.
IEEE Trans. Biomed. Eng., 2014
Bidirectional Control of Absence Seizures by the Basal Ganglia: A Computational Evidence.
PLoS Comput. Biol., 2014
Simultaneous EEG-fMRI: Trial level spatio-temporal fusion for hierarchically reliable information discovery.
NeuroImage, 2014
An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI.
Comput. Math. Methods Medicine, 2014
Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI.
Biomed. Signal Process. Control., 2014
Robust removal of ocular artifacts by combining Independent Component Analysis and system identification.
Biomed. Signal Process. Control., 2014
2013
Local Temporal Correlation Common Spatial Patterns for Single Trial EEG Classification during Motor Imagery.
Comput. Math. Methods Medicine, 2013
Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure.
Comput. Biol. Medicine, 2013
SSVEP Responses Reveal the Efficiency of Functional Brain Network Entrained by the Flickering Stimulus.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013
2010
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression.
IEEE Trans. Inf. Technol. Biomed., 2010
Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology.
IEEE Trans. Biomed. Eng., 2010
Neuroelectric source imaging using 3SCO: A space coding algorithm based on particle swarm optimization and l<sub>0</sub> norm constraint.
NeuroImage, 2010
NeuroImage, 2010
2009
IEEE Trans. Biomed. Eng., 2009
Medical Biol. Eng. Comput., 2009
Comput. Biol. Medicine, 2009
Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
2007
IEEE Trans. Biomed. Eng., 2007
Development and evaluation of the sparse decomposition method with mixed over-complete dictionary for evoked potential estimation.
Comput. Biol. Medicine, 2007
A study on medical image registration by mutual information with pyramid data structure.
Comput. Biol. Medicine, 2007
2006
Signal Process., 2006
Comput. Methods Programs Biomed., 2006