EEG Feature Extraction Based on a Bilevel Network: Minimum Spanning Tree and Regional Network

EEG Signal Processing Based on Multivariate Empirical Mode Decomposition and Common Spatial Pattern Hybrid Algorithm

(2019) Linyan Wu et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A Dementia Classification Framework Using Frequency and Time-Frequency Features Based on EEG Signals

(2019) Pholpat Durongbhan et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Common spatial patterns combined with phase synchronization information for classification of EEG signals

(2019) X. Li et al.   Biomedical Signal Processing and Control

A dynamic and self-adaptive classification algorithm for motor imagery EEG signals

(2019) Kais Belwafi et al.   JOURNAL OF NEUROSCIENCE METHODS

Integrating EEG and MEG Signals to Improve Motor Imagery Classification in Brain–Computer Interface

(2018) Marie-Constance Corsi et al.   International Journal of Neural Systems

fMRI classification method with multiple feature fusion based on minimum spanning tree analysis

(2018) Hao Guo et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Improving Generalization Based on l1-Norm Regularization for EEG-Based Motor Imagery Classification

(2018) Yuwei Zhao et al.   Frontiers in Neuroscience

Fuzzy Feature Extraction for Multichannel EEG Classification

(2018) Pei-Yuan Zhou et al.   IEEE Transactions on Cognitive and Developmental Systems

Abnormal Functional Brain Networks in Mild Cognitive Impairment and Alzheimer’s Disease: A Minimum Spanning Tree Analysis

(2018) Bin Wang et al.   JOURNAL OF ALZHEIMERS DISEASE

A Systematic Review for Human EEG Brain Signals Based Emotion Classification, Feature Extraction, Brain Condition, Group Comparison

(2018) Mohamed Hamada et al.   JOURNAL OF MEDICAL SYSTEMS

EEG characteristic analysis of coach bus drivers based on brain connectivity as revealed via a graph theoretical network

(2018) Fuwang Wang et al.   RSC Advances

Network Brain-Computer Interface (nBCI): An Alternative Approach for Cognitive Prosthetics

(2018) Vivek P. Buch et al.   Frontiers in Neuroscience

The minimum spanning tree: An unbiased method for brain network analysis

(2015) P. Tewarie et al.   NEUROIMAGE

Towards Noninvasive Hybrid Brain–Computer Interfaces: Framework, Practice, Clinical Application, and Beyond

(2015) Gernot Muller-Putz et al.   PROCEEDINGS OF THE IEEE

Changes in Brain Network Efficiency and Working Memory Performance in Aging

(2015) Matthew L. Stanley et al.   PLoS One

The trees and the forest: Characterization of complex brain networks with minimum spanning trees

(2014) C.J. Stam et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

A review of EEG and MEG for brainnetome research

(2013) Xin Zhang et al.   Cognitive Neurodynamics

Brain network analysis of EEG functional connectivity during imagery hand movements

(2013) Matteo Demuru et al.   Journal of Integrative Neuroscience

EEG feature comparison and classification of simple and compound limb motor imagery

(2013) Weibo Yi et al.   Journal of NeuroEngineering and Rehabilitation

Functional brain network analysis using minimum spanning trees in Multiple Sclerosis: An MEG source-space study

(2013) P. Tewarie et al.   NEUROIMAGE

Resting-state functional connectivity as a marker of disease progression in Parkinson's disease: A longitudinal MEG study

(2013) Kim T.E. Olde Dubbelink et al.   NeuroImage-Clinical

Structure out of chaos: Functional brain network analysis with EEG, MEG, and functional MRI

(2012) Elisabeth C.W. van Straaten et al.   EUROPEAN NEUROPSYCHOPHARMACOLOGY

Optimum Spatio-Spectral Filtering Network for Brain–Computer Interface

(2010) Haihong Zhang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS