Xiaoli Li

Orcid: 0000-0003-1359-5130

Affiliations:
  • Beijing Normal University, State Key Laboratory of Cognitive Neuroscience and Learning, China
  • Yanshan University, Qinhuangdao, Hebei, China (former)
  • University of Birmingham, UK (former)


According to our database1, Xiaoli Li authored at least 140 papers between 1997 and 2024.

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

Timeline

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Bibliography

2024
Spatial-Frequency Characteristics of EEG Associated With the Mental Stress in Human-Machine Systems.
IEEE J. Biomed. Health Informatics, October, 2024

A Novel Swarm-Exploring Neurodynamic Network for Obtaining Global Optimal Solutions to Nonconvex Nonlinear Programming Problems.
IEEE Trans. Cybern., October, 2024

Intelligent Wearable Photonic Sensing System for Remote Healthcare Monitoring Using Stretchable Elastomer Optical Fiber.
IEEE Internet Things J., May, 2024

Identification of autism spectrum disorder based on electroencephalography: A systematic review.
Comput. Biol. Medicine, March, 2024

A multi-task learning model with reinforcement optimization for ASD comorbidity discrimination.
Comput. Methods Programs Biomed., January, 2024

Wearable Cardiorespiratory Sensor for Real-Time Monitoring With Smartphone Integration.
IEEE Trans. Instrum. Meas., 2024

Robust Spatial-Temporal Autoencoder for Unsupervised Anomaly Detection of Unmanned Aerial Vehicle With Flight Data.
IEEE Trans. Instrum. Meas., 2024

Improved Motor Imagery EEG Interdevice Decoding by Reweighting Multisource Domain Samples.
IEEE Trans. Instrum. Meas., 2024

A novel hybrid decoding neural network for EEG signal representation.
Pattern Recognit., 2024

The effect of EEG microstate on the characteristics of TMS-EEG.
Comput. Biol. Medicine, 2024

2023
Task-independent auditory probes reveal changes in mental workload during simulated quadrotor UAV training.
Health Inf. Sci. Syst., December, 2023

Compressibility Analysis of Functional Near-Infrared Spectroscopy Signals in Children With Attention-Deficit/Hyperactivity Disorder.
IEEE J. Biomed. Health Informatics, November, 2023

The Characteristics of Electroencephalogram Signatures in Minimally Conscious State Patients Induced by General Anesthesia.
IEEE Trans. Biomed. Eng., November, 2023

Imbalanced learning for wind turbine blade icing detection via spatio-temporal attention model with a self-adaptive weight loss function.
Expert Syst. Appl., November, 2023

Evaluating the effect of spinal cord stimulation on patient with disorders of consciousness: A TMS-EEG study.
Comput. Biol. Medicine, November, 2023

Abnormal discharge detection using adaptive neuro-fuzzy inference method with probability density-based feature and modified subtractive clustering.
Neurocomputing, September, 2023

Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis.
IEEE Trans. Knowl. Data Eng., April, 2023

EEG Reconstruction With a Dual-Scale CNN-LSTM Model for Deep Artifact Removal.
IEEE J. Biomed. Health Informatics, March, 2023

Which Multivariate Multi-Scale Entropy Algorithm Is More Suitable for Analyzing the EEG Characteristics of Mild Cognitive Impairment?
Entropy, March, 2023

Deep EEG Superresolution via Correlating Brain Structural and Functional Connectivities.
IEEE Trans. Cybern., 2023

Learning graph-based relationship of dual-modal features towards subject adaptive ASD assessment.
Neurocomputing, 2023

2022
Appearance-Based Gaze Estimation for ASD Diagnosis.
IEEE Trans. Cybern., 2022

Propofol Anesthesia Decreased the Efficiency of Long-Range Cortical Interaction in Humans.
IEEE Trans. Biomed. Eng., 2022

Effect of Rhythmic and Nonrhythmic Brain Activity on Power Spectral Analysis in Children With Attention Deficit Hyperactivity Disorder.
IEEE Trans. Cogn. Dev. Syst., 2022

Impact of repetitive transcranial magnetic stimulation on the directed connectivity of autism EEG signals: a pilot study.
Medical Biol. Eng. Comput., 2022

Adaptive feature selection with shapley and hypothetical testing: Case study of EEG feature engineering.
Inf. Sci., 2022

Automatic classification of ASD children using appearance-based features from videos.
Neurocomputing, 2022

A Spatio-Temporal Method for Extracting Gamma-Band Features to Enhance Classification in a Rapid Serial Visual Presentation Task.
Int. J. Neural Syst., 2022

Dimensionality Reduction Methods for Brain Imaging Data Analysis.
ACM Comput. Surv., 2022

Scale-free dynamics of microstate sequence in negative schizophrenia and depressive disorder.
Comput. Biol. Medicine, 2022

Effects of 1Hz repetitive transcranial magnetic stimulation on autism with intellectual disability: A pilot study.
Comput. Biol. Medicine, 2022

2021
Incremental Factorization of Big Time Series Data with Blind Factor Approximation.
IEEE Trans. Knowl. Data Eng., 2021

The Effect of Low-Intensity Transcranial Ultrasound Stimulation on Neural Oscillation and Hemodynamics in the Mouse Visual Cortex Depends on Anesthesia Level and Ultrasound Intensity.
IEEE Trans. Biomed. Eng., 2021

Functional mapping of language-related areas from natural, narrative speech during awake craniotomy surgery.
NeuroImage, 2021

Age-dependent cross frequency coupling features from children to adults during general anesthesia.
NeuroImage, 2021

Spontaneous transient brain states in EEG source space in disorders of consciousness.
NeuroImage, 2021

Learning allocentric representations of space for navigation.
Neurocomputing, 2021

Dual-CNN based multi-modal sleep scoring with temporal correlation driven fine-tuning.
Neurocomputing, 2021

Subject sensitive EEG discrimination with fast reconstructable CNN driven by reinforcement learning: A case study of ASD evaluation.
Neurocomputing, 2021

Comparison of synchrosqueezing transform to alternative methods for time-frequency analysis of TMS-evoked EEG oscillations.
Biomed. Signal Process. Control., 2021

Automated sleep spindle detection with mixed EEG features.
Biomed. Signal Process. Control., 2021

2020
Improving Brain E-Health Services via High-Performance EEG Classification With Grouping Bayesian Optimization.
IEEE Trans. Serv. Comput., 2020

Direct Interaction on Specific Frequency Bands in Functional Corticomuscular Coupling.
IEEE Trans. Biomed. Eng., 2020

Neuromodulation Effects of Ultrasound Stimulation Under Different Parameters on Mouse Motor Cortex.
IEEE Trans. Biomed. Eng., 2020

Cloud-aided online EEG classification system for brain healthcare: A case study of depression evaluation with a lightweight CNN.
Softw. Pract. Exp., 2020

The feature extraction of resting-state EEG signal from amnestic mild cognitive impairment with type 2 diabetes mellitus based on feature-fusion multispectral image method.
Neural Networks, 2020

Stability-driven non-negative matrix factorization-based approach for extracting dynamic network from resting-state EEG.
Neurocomputing, 2020

Classifying ASD children with LSTM based on raw videos.
Neurocomputing, 2020

Measuring the Coupling Direction between Neural Oscillations with Weighted Symbolic Transfer Entropy.
Entropy, 2020

StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on Direct Sparse Method.
CoRR, 2020

The identification of children with autism spectrum disorder by SVM approach on EEG and eye-tracking data.
Comput. Biol. Medicine, 2020

2019
A deep learning framework for identifying children with ADHD using an EEG-based brain network.
Neurocomputing, 2019

Learning Sparse Spatial Codes for Cognitive Mapping Inspired by Entorhinal-Hippocampal Neurocircuit.
CoRR, 2019

A Multi-Level-Denoising Autoencoder Approach for Wind Turbine Fault Detection.
IEEE Access, 2019

Inter-region Synchronization Analysis Based on Heterogeneous Matrix Similarity Measurement.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018
Characterizing dynamics of absence seizure EEG with spatial-temporal permutation entropy.
Neurocomputing, 2018

Automated Detector of High Frequency Oscillations in Epilepsy Based on Maximum Distributed Peak Points.
Int. J. Neural Syst., 2018

Towards Brain Big Data Classification: Epileptic EEG Identification With a Lightweight VGGNet on Global MIC.
IEEE Access, 2018

2017
H-PARAFAC: Hierarchical Parallel Factor Analysis of Multidimensional Big Data.
IEEE Trans. Parallel Distributed Syst., 2017

Brain big data processing with massively parallel computing technology: challenges and opportunities.
Softw. Pract. Exp., 2017

A Phase-Locking Analysis of Neuronal Firing Rhythms with Transcranial Magneto-Acoustical Stimulation Based on the Hodgkin-Huxley Neuron Model.
Frontiers Comput. Neurosci., 2017

2016
OTLines: A novel line-detection algorithm without the interference of smooth curves.
Pattern Recognit., 2016

Automatic detection of absence seizures with compressive sensing EEG.
Neurocomputing, 2016

An Intracranial Electroencephalography (iEEG) Brain Function Mapping Tool with an Application to Epilepsy Surgery Evaluation.
Frontiers Neuroinformatics, 2016

Theoretical Analysis of Transcranial Magneto-Acoustical Stimulation with Hodgkin-Huxley Neuron Model.
Frontiers Comput. Neurosci., 2016

Topography of Synchronization of Somatosensory Evoked Potentials Elicited by Stimulation of the Sciatic Nerve in Rat.
Frontiers Comput. Neurosci., 2016

Weighted-Permutation Entropy Analysis of Resting State EEG from Diabetics with Amnestic Mild Cognitive Impairment.
Entropy, 2016

A new coherence estimating method: The magnitude squared coherence of smoothing minimum variance distortionless response.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015
Fast and Scalable Multi-Way Analysis of Massive Neural Data.
IEEE Trans. Computers, 2015

Complex network analysis of resting state EEG in amnestic mild cognitive impairment patients with type 2 diabetes.
Frontiers Comput. Neurosci., 2015

EEG entropy measures in anesthesia.
Frontiers Comput. Neurosci., 2015

Towards adaptive synchronization measurement of large-scale non-stationary non-linear data.
Future Gener. Comput. Syst., 2015

A permutation Lempel-Ziv complexity measure for EEG analysis.
Biomed. Signal Process. Control., 2015

Towards an Efficient Multi-way Factorization of Multi-dimensional Big Data across a GPU Cluster.
Proceedings of the 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2015

2014
Towards Improving Social Communication Skills With Multimodal Sensory Information.
IEEE Trans. Ind. Informatics, 2014

A global coupling index of multivariate neural series with application to the evaluation of mild cognitive impairment.
Neural Networks, 2014

Estimating the correlation between bursty spike trains and local field potentials.
Neural Networks, 2014

Theta-gamma coupling reflects the interaction of bottom-up and top-down processes in speech perception in children.
NeuroImage, 2014

High throughput wavelet coherence analysis of neural series.
Int. J. Ad Hoc Ubiquitous Comput., 2014

Multimodal Spatial Calibration for Accurately Registering EEG Sensor Positions.
Comput. Math. Methods Medicine, 2014

A DAQ-Device-Based Continuous Wave Near-Infrared Spectroscopy System for Measuring Human Functional Brain Activity.
Comput. Math. Methods Medicine, 2014

Analysis of Epileptic Seizures with Complex Network.
Comput. Math. Methods Medicine, 2014

2013
Massively parallel Modelling & Simulation of large crowd with GPGPU.
J. Supercomput., 2013

Effect of Pilates Training on Alpha Rhythm.
Comput. Math. Methods Medicine, 2013

Towards energy-efficient parallel analysis of neural signals.
Clust. Comput., 2013

A novel method of non-stationary sEMG signal analysis and decomposition using a latent process model.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Correlation Analysis of Multivariate Neural Signals with Massively Parallel Wavelet Coherence.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012
An Efficient Evolutionary Approach to Parameter Identification in a Building Thermal Model.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Elman Fuzzy Adaptive Control for Obstacle Avoidance of Mobile Robots Using Hybrid Force/Position Incorporation.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Fast Covariance Matching With Fuzzy Genetic Algorithm.
IEEE Trans. Ind. Informatics, 2012

The Specular Exponent as a Criterion for Appearance Quality Assessment of Pearllike Objects by Artificial Vision.
IEEE Trans. Ind. Electron., 2012

Massively parallel non-stationary EEG data processing on GPGPU platforms with Morlet continuous wavelet transform.
J. Internet Serv. Appl., 2012

Characteristics of Evoked Potential Multiple EEG Recordings in Patients with Chronic Pain by Means of Parallel Factor Analysis.
Comput. Math. Methods Medicine, 2012

Functional Magnetic Resonance Imaging for Imaging Neural Activity in the Human Brain: The Annual Progress.
Comput. Math. Methods Medicine, 2012

A Massively Parallel Approach for Nonlinear Interdependency Analysis of Multivariate Signals with GPGPU.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011
Covariance Tracking with Forgetting Factor and Random Sampling.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Phase synchronization with harmonic wavelet transform with application to neuronal populations.
Neurocomputing, 2011

Massively Parallel Neural Signal Processing on a Many-Core Platform.
Comput. Sci. Eng., 2011

Multi-channel neural mass modelling and analyzing.
Sci. China Inf. Sci., 2011

Bearing fault diagnosis of a wind turbine using maximum likelihood detection.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

2010
GPGPU-Aided Ensemble Empirical-Mode Decomposition for EEG Analysis During Anesthesia.
IEEE Trans. Inf. Technol. Biomed., 2010

Classification of Energy Consumption in Buildings With Outlier Detection.
IEEE Trans. Ind. Electron., 2010

Target tracking for mobile robot platforms via object matching and background anti-matching.
Robotics Auton. Syst., 2010

Estimation of genuine and random synchronization in multivariate neural series.
Neural Networks, 2010

Estimating coupling direction between neuronal populations with permutation conditional mutual information.
NeuroImage, 2010

Enabling Energy-Efficient Analysis of Massive Neural Signals Using GPGPU.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

2009
The comodulation measure of neuronal oscillations with general harmonic wavelet bicoherence and application to sleep analysis.
NeuroImage, 2009

Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning.
Proceedings of the Artificial Neural Networks, 2009

Auto Mutual Information Analysis with Order Patterns for Epileptic EEG.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Comparison of Permutation Entropy Index and Bispectral Index for Monitoring Effects of Anesthetic Drugs to Brain Activity.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Estimating Depth of Anesthesia with Sparsity Measure of EEG Data in Wavelet Domain.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

Neural Mass Modeling for Multi-Channel EEG Synchronization Analyzing.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
Predicting the Parts Weight in Plastic Injection Molding Using Least Squares Support Vector Regression.
IEEE Trans. Syst. Man Cybern. Part C, 2008

Neuronal population oscillations of rat hippocampus during epileptic seizures.
Neural Networks, 2008

A New Discrete Wavelet Transform Fast Algorithm with Rational Dilation Factor.
Int. J. Wavelets Multiresolution Inf. Process., 2008

A New Method for Monitoring and Tuning Plastic Injection molding Machines.
Control. Intell. Syst., 2008

Application of a group search optimization based Artificial Neural Network to machine condition monitoring.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008

2007
An introduction to computational intelligence techniques for robot control.
Ind. Robot, 2007

Application of wavelet-based similarity analysis to epileptic seizures prediction.
Comput. Biol. Medicine, 2007

A wavelet-based data pre-processing analysis approach in mass spectrometry.
Comput. Biol. Medicine, 2007

Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006
Improving Automatic Detection of Defects in Castings by Applying Wavelet Technique.
IEEE Trans. Ind. Electron., 2006

Ram Position Control in Plastic Injection molding Machines with Higher-Order iterative Learning.
Control. Intell. Syst., 2006

Networking Property During Epileptic Seizure with Multi-channel EEG Recordings.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Wavelet Spectral Entropy for Indication of Epileptic Seizure in Extracranial EEG.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005
Development of current sensor for cutting force measurement in turning.
IEEE Trans. Instrum. Meas., 2005

Multi-scale statistical process monitoring in machining.
IEEE Trans. Ind. Electron., 2005

Tool breakage monitoring using motor current signals for machine tools with linear motors.
IEEE Trans. Ind. Electron., 2005

Strength and Direction of Phase Synchronization of Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Detection of Epileptic Spikes with Empirical Mode Decomposition and Nonlinear Energy Operator.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Application of Fuzzy Similarity to Prediction of Epileptic Seizures Using EEG Signals.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Cost-sensitive classification with genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Fuzzy estimation of feed-cutting force from current measurement-a case study on intelligent tool wear condition monitoring.
IEEE Trans. Syst. Man Cybern. Part C, 2004

Monitoring machining Processes Based on Discrete Wavelet Transform and Statistical Process Control.
Int. J. Wavelets Multiresolution Inf. Process., 2004

Ram Velocity Control in Plastic Injection Molding Machines with Neural Network Learning Control.
Proceedings of the Advances in Neural Networks, 2004

A Hybrid Radial Basis Function Neural Network for Dimensional Error Prediction in End Milling.
Proceedings of the Advances in Neural Networks, 2004

2000
Real-time tool condition monitoring using wavelet transforms and fuzzy techniques.
IEEE Trans. Syst. Man Cybern. Part C, 2000

Current-sensor-based feed cutting force intelligent estimation and tool wear condition monitoring.
IEEE Trans. Ind. Electron., 2000

1999
Identification of tool wear states with fuzzy classification.
Int. J. Comput. Integr. Manuf., 1999

1997
On-line tool condition monitoring system with wavelet fuzzy neural network.
J. Intell. Manuf., 1997


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