Zhenghui Gu

Orcid: 0000-0001-9365-2953

According to our database1, Zhenghui Gu authored at least 76 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

2023
CS-LeCT: Chained Secure and Low-Energy Consumption Data Transmission Based on Compressive Sensing.
IEEE Trans. Instrum. Meas., 2023

A large-scale dataset for end-to-end table recognition in the wild.
CoRR, 2023

2022
Compressive Sensing-Based Power Allocation Optimization for Energy Harvesting IoT Nodes.
IEEE Trans. Wirel. Commun., 2022

Dynamic User Activity and Data Detection for Grant-Free NOMA via Weighted ℓ<sub>2, 1</sub> Minimization.
IEEE Trans. Wirel. Commun., 2022

2021
Spatiotemporal-Filtering-Based Channel Selection for Single-Trial EEG Classification.
IEEE Trans. Cybern., 2021

A P300-Based BCI System Using Stereoelectroencephalography and Its Application in a Brain Mechanistic Study.
IEEE Trans. Biomed. Eng., 2021

Deep Unfolding With Weighted ℓ₂ Minimization for Compressive Sensing.
IEEE Internet Things J., 2021

fMRI-SI-STBF: An fMRI-informed Bayesian electromagnetic spatio-temporal extended source imaging.
Neurocomputing, 2021

2020
Imaging brain extended sources from EEG/MEG based on variation sparsity using automatic relevance determination.
Neurocomputing, 2020

Electromagnetic Source Imaging via a Data-Synthesis-Based Denoising Autoencoder.
CoRR, 2020

Layer-wise Pre-training Mechanism Based on Neural Network for Epilepsy Detection.
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

An Automatic Sleep Staging Model Combining Feature Learning and Sequence Learning.
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

2019
Bayesian Electromagnetic Spatio-Temporal Imaging of Extended Sources Based on Matrix Factorization.
IEEE Trans. Biomed. Eng., 2019

Dilated-Inception Net: Multi-Scale Feature Aggregation for Cardiac Right Ventricle Segmentation.
IEEE Trans. Biomed. Eng., 2019

Classification of symmetric positive definite matrices based on bilinear isometric Riemannian embedding.
Pattern Recognit., 2019

Sparse and heuristic support vector machine for binary classifier and regressor fusion.
Int. J. Mach. Learn. Cybern., 2019

A novel multi-step Q-learning method to improve data efficiency for deep reinforcement learning.
Knowl. Based Syst., 2019

MMAN: Multi-modality aggregation network for brain segmentation from MR images.
Neurocomputing, 2019

A novel multi-step reinforcement learning method for solving reward hacking.
Appl. Intell., 2019

A SSVEP-Based BCI for Controlling a 4-DOF Robotic Manipulator.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2018
Multichannel Electrocardiogram Reconstruction in Wireless Body Sensor Networks Through Weighted ℓ<sub>1, 2</sub> Minimization.
IEEE Trans. Instrum. Meas., 2018

A Novel Three-Dimensional P300 Speller Based on Stereo Visual Stimuli.
IEEE Trans. Hum. Mach. Syst., 2018

An EOG-Based Human-Machine Interface for Wheelchair Control.
IEEE Trans. Biomed. Eng., 2018

A Novel clustering method based on hybrid K-nearest-neighbor graph.
Pattern Recognit., 2018

Deterministic construction of sparse binary matrices via incremental integer optimization.
Inf. Sci., 2018

Variation sparse source imaging based on conditional mean for electromagnetic extended sources.
Neurocomputing, 2018

Deep learning based on Batch Normalization for P300 signal detection.
Neurocomputing, 2018

A EOG-based switch and its application for "start/stop" control of a wheelchair.
Neurocomputing, 2018

A clustering method based on extreme learning machine.
Neurocomputing, 2018

An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation.
CoRR, 2018

Automatic Epilepsy Detection Based on Wavelets Constructed From Data.
IEEE Access, 2018

The Early Stage Lung Cancer Prognosis Prediction Model based on Support Vector Machine.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017
Extreme learning machine with multi-scale local receptive fields for texture classification.
Multidimens. Syst. Signal Process., 2017

An MVPA method based on sparse representation for pattern localization in fMRI data analysis.
Neurocomputing, 2017

An online semi-supervised P300 speller based on extreme learning machine.
Neurocomputing, 2017

Batch image alignment via subspace recovery based on alternative sparsity pursuit.
Comput. Vis. Media, 2017

A hybrid BCI web browser based on EEG and EOG signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Bayesian electromagnetic spatio-temporal imaging of extended sources with Markov Random Field and temporal basis expansion.
NeuroImage, 2016

A real-time visual object tracking system based on Kalman filter and MB-LBP feature matching.
Multim. Tools Appl., 2016

Sufficient conditions for sparse recovery by weighted ℓ1-constrained quadratic programming.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Energy-Efficient ECG Compression on Wireless Biosensors via Minimal Coherence Sensing and Weighted ℓ<sub>1</sub> Minimization Reconstruction.
IEEE J. Biomed. Health Informatics, 2015

Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback.
IEEE Trans. Biomed. Eng., 2015

Voxel selection and neural decoding of fMRI data based on robust sparse programming with multi-dimensional derivative constraints.
Multidimens. Syst. Signal Process., 2015

Analysis of fMRI data based on sparsity of source components in signal dictionary.
Neurocomputing, 2015

STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging.
Int. J. Neural Syst., 2015

Visual tracking using multi-channel correlation filters.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2014
Sparse Representation for Brain Signal Processing: A tutorial on methods and applications.
IEEE Signal Process. Mag., 2014

2013
An Online Semi-supervised Brain-Computer Interface.
IEEE Trans. Biomed. Eng., 2013

Long-tail distribution based multiscale-multiband autoregressive detection for hyperspectral imagery.
Multidimens. Syst. Signal Process., 2013

Convex optimization and its applications in robust adaptive beamforming.
Proceedings of the 9th International Conference on Information, 2013

2012
Target Selection With Hybrid Feature for BCI-Based 2-D Cursor Control.
IEEE Trans. Biomed. Eng., 2012

Effect of errors in partially known support on the recoverability of modified compressive sensing.
EURASIP J. Adv. Signal Process., 2012

Recoverability Analysis for Modified Compressive Sensing with Partially Known Support
CoRR, 2012

Identifying activated brain regions from fMRI data based on blind non-negative component separation technique.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Robust Adaptive Microphone Array with Mainlobe and Response Ripple Control.
J. Signal Process. Syst., 2011

Noisy Sparse Recovery Based on Parameterized Quadratic Programming by Thresholding.
EURASIP J. Adv. Signal Process., 2011

A sparse voxel selection approach for fMRI data analysis with multi-dimensional derivative constraints.
Proceedings of the 7th International Workshop on Multidimensional (nD) Systems, 2011

Elliptical symmetric distribution based maximal margin classification for hyperspectral imagery.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
A robust adaptive beamformer based on worst-case semi-definite programming.
IEEE Trans. Signal Process., 2010

A Sparse Infrastructure of Wavelet Network for Nonparametric Regression.
Proceedings of the Advances in Neural Networks, 2010

Robust response control with linear inequality matrix constraints for adaptive beamformer.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Robust adaptive beamformer with a large controlled mainlobe.
Proceedings of the IEEE International Conference on Acoustics, 2010

Feature extraction with multiscale autoregression of multichannel time series for P300 speller BCI.
Proceedings of the IEEE International Conference on Acoustics, 2010

Classifying Motor Imagery EEG Signals by Iterative Channel Elimination according to Compound Weight.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2009
Robust adaptive beamformers based on worst-case optimization and constraints on magnitude response.
IEEE Trans. Signal Process., 2009

Voxel Selection in fMRI Data Analysis Based on Sparse Representation.
IEEE Trans. Biomed. Eng., 2009

2008
Robust response control for adaptive beamformers against arbitrary array imperfections.
Signal Process., 2008

Spectral factorization for integer-interval sampled sequence and its applications in array processing.
Signal Process., 2008

2007
Performance of DS-CDMA Downlink Systems With Orthogonal UCHT Complex Sequences.
IEEE Trans. Commun., 2007

2006
Asynchronous Multi-Carrier DS-CDMA with UCHT-Based Complex Spreading Sequences.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

2003
A performance analysis of multipath direction finding with temporal smoothing.
IEEE Signal Process. Lett., 2003

Performance analysis of quaternary DS-SSMA systems with complex signature sequences and complex processing in Rayleigh fading.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Relationship between UCHT and FFT.
Proceedings of the 33rd IEEE International Symposium on Multiple-Valued Logic (ISMVL 2003), 2003

Temporal smoothing for subspace tracking of multipath signals in fading channel.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Radiolocation in CDMA Cellular System Based on Joint Angle and Delay Estimation.
Wirel. Pers. Commun., 2002


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