Dezhong Yao
Orcid: 0000-0002-8042-879XAffiliations:
- University of Electronic Science and Technology of China, School of Life Science and Technology, MOE Key Lab for Neuroinformation, Chengdu, China
- Aalborg University, Denmark (PhD 2005)
According to our database1,
Dezhong Yao
authored at least 154 papers
between 2000 and 2024.
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Bibliography
2024
Abnormal trial-to-trial variability in P300 time-varying directed eeg network of schizophrenia.
Medical Biol. Eng. Comput., November, 2024
IEEE Trans. Neural Networks Learn. Syst., October, 2024
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
Simultaneous EEG-fMRI Investigation of Rhythm-Dependent Thalamo-Cortical Circuits Alteration in Schizophrenia.
Int. J. Neural Syst., July, 2024
Anatomy-Guided Spatio-Temporal Graph Convolutional Networks (AG-STGCNs) for Modeling Functional Connectivity Between Gyri and Sulci Across Multiple Task Domains.
IEEE Trans. Neural Networks Learn. Syst., June, 2024
Adversarial Learning Based Node-Edge Graph Attention Networks for Autism Spectrum Disorder Identification.
IEEE Trans. Neural Networks Learn. Syst., June, 2024
IEEE Trans. Biomed. Eng., April, 2024
IEEE Trans. Cogn. Dev. Syst., April, 2024
Inf. Fusion, April, 2024
Striatum- and Cerebellum-Modulated Epileptic Networks Varying Across States with and without Interictal Epileptic Discharges.
Int. J. Neural Syst., April, 2024
Int. J. Neural Syst., April, 2024
IEEE J. Biomed. Health Informatics, February, 2024
Relationship Between Decision Making and Resting-State EEG in Adolescents With Different Emotional Stabilities.
IEEE Trans. Cogn. Dev. Syst., February, 2024
Special Feature: 14th EAI International Conference on Bio-Inspired Information and Communications Technologies.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2024
Reliable object tracking by multimodal hybrid feature extraction and transformer-based fusion.
Neural Networks, 2024
DECAN: A Denoising Encoder via Contrastive Alignment Network for Dry Electrode EEG Emotion Recognition.
CoRR, 2024
Simplifying Kinematic Parameter Estimation in sEMG Prosthetic Hands: A Two-Point Approach.
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
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
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
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
Parallel Log Spectra index (PaLOSi): a quality metric in large scale resting EEG preprocessing.
CoRR, 2023
Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Diagnosis and Lateralization Analysis.
CoRR, 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
Dynamics of Blink and Non-Blink Cyclicity for Affective Assessment: A Case Study for Stress Identification.
IEEE Trans. Affect. Comput., 2022
DRT: A new toolbox for the Standard EEG Data Structure in large-scale EEG applications.
SoftwareX, 2022
Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs).
Medical Image Anal., 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
DFC-SNN: A New Approach for the Recognition of Brain States by Fusing Brain Dynamics and Spiking Neural Network.
Proceedings of the Human Brain and Artificial Intelligence - Third International Workshop, 2022
2021
IEEE Trans. Medical Imaging, 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
Computational exploration of dynamic mechanisms of steady state visual evoked potentials at the whole brain level.
NeuroImage, 2021
NeuroImage, 2021
WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis.
NeuroImage, 2021
Int. J. Neural Syst., 2021
Roles of Very Fast Ripple (500-1000Hz) in the Hippocampal Network During Status Epilepticus.
Int. J. Neural Syst., 2021
Time irreversibility and amplitude irreversibility measures for nonequilibrium processes.
Commun. Nonlinear Sci. Numer. Simul., 2021
Biomed. Signal Process. Control., 2021
Dynamic Configuration of Coactive Micropatterns in the Default Mode Network During Wakefulness and Sleep.
Brain Connect., 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
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
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
Int. J. Neural Syst., 2020
Dynamic Temporospatial Patterns of Functional Connectivity and Alterations in Idiopathic Generalized Epilepsy.
Int. J. Neural Syst., 2020
Int. J. Neural Syst., 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
2019
IEEE Trans. Biomed. Eng., 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
EEG-Based Identity Authentication Framework Using Face Rapid Serial Visual Presentation with Optimized Channels.
Sensors, 2019
Neural Networks, 2019
Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches.
Neural Networks, 2019
BOLD-fMRI reveals the association between renal oxygenation and functional connectivity in the aging brain.
NeuroImage, 2019
NeuroImage, 2019
The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG.
Int. J. Neural Syst., 2019
Aberrant Prefrontal-Thalamic-Cerebellar Circuit in Schizophrenia and Depression: Evidence From a Possible Causal Connectivity.
Int. J. Neural Syst., 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
Int. J. Neural Syst., 2018
Neuroscience Information Toolbox: An Open Source Toolbox for EEG-fMRI Multimodal Fusion Analysis.
Frontiers Neuroinformatics, 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
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 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
Gait Rhythm Fluctuation Analysis for Neurodegenerative Diseases by Empirical Mode Decomposition.
IEEE Trans. Biomed. Eng., 2017
Neurocomputing, 2017
Whole-brain functional connectome-based multivariate classification of post-stroke aphasia.
Neurocomputing, 2017
Frontiers Comput. Neurosci., 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 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
Proceedings of the Brain Informatics - International Conference, 2017
2016
Structural and functional correlates of motor imagery BCI performance: Insights from the patterns of fronto-parietal attention network.
NeuroImage, 2016
EEG Bands of Wakeful Rest, Slow-Wave and Rapid-Eye-Movement Sleep at Different Brain Areas in Rats.
Frontiers Comput. Neurosci., 2016
2015
IEEE Trans. Auton. Ment. Dev., 2015
Local Multimodal Serial Analysis for Fusing EEG-fMRI: A New Method to Study Familial Cortical Myoclonic Tremor and Epilepsy.
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
Altered Structural and Functional Feature of Striato-Cortical Circuit in Benign Epilepsy with Centrotemporal Spikes.
Int. J. Neural Syst., 2015
Comput. Math. Methods Medicine, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 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
J. Zhejiang Univ. Sci. C, 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
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
Comput. Intell. Neurosci., 2010
2009
Comput. Biol. Medicine, 2009
2008
J. Cogn. Neurosci., 2008
Proceedings of the Fourth International Conference on Natural Computation, 2008
2007
IEEE Trans. Biomed. Eng., 2007
Combining Spatial Filters for the Classification of Single-Trial EEG in a Finger Movement Task.
IEEE Trans. Biomed. Eng., 2007
The effect of reference choices on the spatio-temporal analysis of brain evoked potentials: The use of infinite reference.
Comput. Biol. Medicine, 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
An improved ordered subsets expectation maximization positron emission computerized tomography reconstruction.
Comput. Biol. Medicine, 2007
2006
An integrated neighborhood correlation and hierarchical clustering approach of functional MRI.
IEEE Trans. Biomed. Eng., 2006
Signal Process., 2006
Comput. Methods Programs Biomed., 2006
Removal of the ocular artifacts from EEG data using a cascaded spatio-temporal processing.
Comput. Methods Programs Biomed., 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
A Novel Unified SPM-ICA-PCA Method for Detecting Epileptic Activities in Resting-State fMRI.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
Accelerating the Radiotherapy Planning with a Hybrid Method of Genetic Algorithm and Ant Colony System.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
A Markov Random Field Based Hybrid Algorithm with Simulated Annealing and Genetic Algorithm for Image Segmentation.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
2005
IEEE Trans. Medical Imaging, 2005
Neurocomputing, 2005
A feasibility study of EEG dipole source localization using particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Ant colony system for the beam angle optimization problem in radiotherapy planning: a preliminary study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
A Modified Genetic Algorithm for the Beam Angle Optimization Problem in Intensity-Modulated Radiotherapy Planning.
Proceedings of the Artificial Evolution, 2005
2004
Neurocomputing, 2004
A study on the reference electrode standardization technique for a realistic head model.
Comput. Methods Programs Biomed., 2004
2002
An equivalent current source model and Laplacian weighted minimum norm current estimates of brain electrical activity.
IEEE Trans. Biomed. Eng., 2002
A new method for fMRI data processing: Neighborhood independent component correlation algorithm and its preliminary application.
Sci. China Ser. F Inf. Sci., 2002
2000
IEEE Trans. Biomed. Eng., 2000