Zhenghui Gu
Orcid: 0000-0001-9365-2953
According to our database1,
Zhenghui Gu
authored at least 76 papers
between 2002 and 2024.
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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
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
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
CoRR, 2020
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020
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
Neurocomputing, 2019
Appl. Intell., 2019
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
IEEE Trans. Hum. Mach. Syst., 2018
IEEE Trans. Biomed. Eng., 2018
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
Neurocomputing, 2018
Neurocomputing, 2018
CoRR, 2018
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
Neurocomputing, 2017
Comput. Vis. Media, 2017
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
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
Neurocomputing, 2015
STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging.
Int. J. Neural Syst., 2015
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
Long-tail distribution based multiscale-multiband autoregressive detection for hyperspectral imagery.
Multidimens. Syst. Signal Process., 2013
Proceedings of the 9th International Conference on Information, 2013
2012
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
J. Signal Process. Syst., 2011
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
IEEE Trans. Signal Process., 2010
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
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
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
IEEE Trans. Commun., 2007
2006
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006
2003
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
Proceedings of the 33rd IEEE International Symposium on Multiple-Valued Logic (ISMVL 2003), 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Wirel. Pers. Commun., 2002