Dezhong Yao

Affiliations:
  • 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 138 papers between 2000 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer.
Inf. Fusion, April, 2024

Automated Prediction of Infant Cognitive Development Risk by Video: A Pilot Study.
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

2023
Within and between electrophysiology networks for EEG and EMG under different thumb forces.
Biomed. Signal Process. Control., September, 2023

The correlation between upper body grip strength and resting-state EEG network.
Medical Biol. Eng. Comput., August, 2023

Information transmission velocity-based dynamic hierarchical brain networks.
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

Harmonized-Multinational qEEG norms (HarMNqEEG).
NeuroImage, 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

A Spatial-channel-temporal-fused Attention for Spiking Neural Networks.
CoRR, 2022

A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks.
CoRR, 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
A Long Short-Term Memory Network for Sparse Spatiotemporal EEG Source Imaging.
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

Reconfiguration of Brain Network Between Resting State and P300 Task.
IEEE Trans. Cogn. Dev. Syst., 2021

Dual self-paced multi-view clustering.
Neural Networks, 2021

Insights on the role of external globus pallidus in controlling absence seizures.
Neural Networks, 2021

Computational exploration of dynamic mechanisms of steady state visual evoked potentials at the whole brain level.
NeuroImage, 2021

State-independent and state-dependent patterns in the rat default mode network.
NeuroImage, 2021

WeBrain: A web-based brainformatics platform of computational ecosystem for EEG big data analysis.
NeuroImage, 2021

Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG.
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

Distribution of equal states for amplitude fluctuations in epileptic EEG.
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

Objects seen as scenes: Neural circuitry for attending whole or parts.
NeuroImage, 2020

Predicting individual decision-making responses based on single-trial EEG.
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

Rhythmic Network Modulation to Thalamocortical Couplings in Epilepsy.
Int. J. Neural Syst., 2020

Dynamic Temporospatial Patterns of Functional Connectivity and Alterations in Idiopathic Generalized Epilepsy.
Int. J. Neural Syst., 2020

Aberrant Connectivity During Pilocarpine-Induced Status Epilepticus.
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
Movement Symmetry Assessment by Bilateral Motion Data Fusion.
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

Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs.
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

White-matter functional networks changes in patients with schizophrenia.
NeuroImage, 2019

Self-paced multi-task clustering.
Neurocomputing, 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

Fusing Canonical Coefficients for Frequency Recognition in SSVEP-Based BCI.
IEEE Access, 2019

Sparse Autoregressive Modeling via the Least Absolute LP-Norm Penalized Solution.
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

The Different Patterns of Reward Magnitude: A Scalp EEG Research.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019

Emotion Recognition with the Feature extracted from brain Networks.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019

2018
Aberrant Thalamocortical Connectivity in Juvenile Myoclonic Epilepsy.
Int. J. Neural Syst., 2018

Neuroscience Information Toolbox: An Open Source Toolbox for EEG-fMRI Multimodal Fusion Analysis.
Frontiers Neuroinformatics, 2018

Top-Down Disconnectivity in Schizophrenia During P300 Tasks.
Frontiers Comput. Neurosci., 2018

Periodic Visual Stimulation Induces Resting-State Brain Network Reconfiguration.
Frontiers Comput. Neurosci., 2018

An Adaptive Calibration Framework for mVEP-Based Brain-Computer Interface.
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

The Construction of Large-Scale Cortical Networks for P300 From Scalp EEG.
IEEE Access, 2018

Semi-supervised DenPeak Clustering with Pairwise Constraints.
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

The extension of multivariate synchronization index method for SSVEP-based BCI.
Neurocomputing, 2017

Whole-brain functional connectome-based multivariate classification of post-stroke aphasia.
Neurocomputing, 2017

Control of Absence Seizures by the Thalamic Feed-Forward Inhibition.
Frontiers Comput. Neurosci., 2017

Balanced self-paced learning with feature corruption.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Robust Softmax Regression for Multi-class Classification with Self-Paced Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Self-connection of Thalamic Reticular Nucleus Modulating Absence Seizures.
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

Mesoscopic Brainformatics.
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
An Adaptive Motion-Onset VEP-Based Brain-Computer Interface.
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

Enhanced Z-LDA for Small Sample Size Training in Brain-Computer Interface Systems.
Comput. Math. Methods Medicine, 2015

Lp norm spectral regression for feature extraction in outlier conditions.
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

Scale-free brain ensemble modulated by phase synchronization.
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

A parallel framework for simultaneous EEG/fMRI analysis: Methodology and simulation.
NeuroImage, 2010

Music Composition from the Brain Signal: Representing the Mental State by Music.
Comput. Intell. Neurosci., 2010

2009
Gaussian source model based iterative algorithm for EEG source imaging.
Comput. Biol. Medicine, 2009

2008
The Temporal Features of Self-referential Processing Evoked by Chinese Handwriting.
J. Cogn. Neurosci., 2008

A Support Vector Machine Based Algorithm for Magnetic Resonance Image Segmentation.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
Lp Norm Iterative Sparse Solution for EEG Source Localization.
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

The azimuth projection for the display of 3-D EEG data.
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

Two dictionaries matching pursuit for sparse decomposition of signals.
Signal Process., 2006

A novel method based on realistic head model for EEG denoising.
Comput. Methods Programs Biomed., 2006

Removal of the ocular artifacts from EEG data using a cascaded spatio-temporal processing.
Comput. Methods Programs Biomed., 2006

A Neural Network Model for the Estimation of Time-to-Collision.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Application of SVM Framework for Classification of Single Trial EEG.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

A Gaussian Dynamic Convolution Models of the FMRI BOLD Response.
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

Coherent Sources Mapping by K-Means Cluster and Correlation Coefficient.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006

An Improved Ordered Subsets Expectation Maximization Reconstruction.
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
Delay Correlation Subspace Decomposition Algorithm and Its Application in fMRI.
IEEE Trans. Medical Imaging, 2005

A BFGS-ICA algorithm and application in localization of brain activities.
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
An extended convolution dynamic model of fMRI BOLD response.
Neurocomputing, 2004

A composite ICA algorithm and the application in localization of brain activities.
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 detecting brain activities from fMRI dataset.
Neurocomputing, 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
Electric potential produced by a dipole in a homogeneous conducting sphere.
IEEE Trans. Biomed. Eng., 2000


  Loading...