Ensemble learning method based on temporal, spatial features with multi-scale filter banks for motor imagery EEG classification

Independent Control Strategy of Multiple Magnetic Flexible Millirobots for Position Control and Path Following

(2022) Tiantian Xu et al.   IEEE Transactions on Robotics

Multimodal Locomotion Control of Needle-Like Microrobots Assembled by Ferromagnetic Nanoparticles

(2022) Tiantian Xu et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Cluster decomposing and multi-objective optimization based-ensemble learning framework for motor imagery-based brain–computer interfaces

(2021) Cili Zuo et al.   Journal of Neural Engineering

Optimization of preprocessing stage in EEG based BCI systems in terms of accuracy and timing cost

(2021) Eda Dagdevir et al.   Biomedical Signal Processing and Control

Multi-feature fusion method based on WOSF and MSE for four-class MI EEG identification

(2021) Lingyan Hu et al.   Biomedical Signal Processing and Control

Boosting-LDA algriothm with multi-domain feature fusion for motor imagery EEG decoding

(2021) Yue Zhang et al.   Biomedical Signal Processing and Control

EEG feature fusion for motor imagery: A new robust framework towards stroke patients rehabilitation

(2021) Noor Kamal Al-Qazzaz et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Spatial-temporal aspects of continuous EEG-based neurorobotic control

(2020) Daniel Suma et al.   Journal of Neural Engineering

Effect of Hip Assistance Modes on Metabolic Cost of Walking With a Soft Exoskeleton

(2020) Wujing Cao et al.   IEEE Transactions on Automation Science and Engineering

A penalized time-frequency band feature selection and classification procedure for improved motor intention decoding in multichannel EEG

(2019) Victoria Peterson et al.   Journal of Neural Engineering

A comparative evaluation of signal quality between research-grade and wireless dry-electrode mobile EEG systems

(2019) Francesco Marini et al.   Journal of Neural Engineering

Frequency-Optimized Local Region Common Spatial Pattern Approach for Motor Imagery Classification

(2019) Yongkoo Park et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Prognostic and Monitory EEG-Biomarkers for BCI Upper-Limb Stroke Rehabilitation

(2019) Ravikiran Mane et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Less Is More: A Comprehensive Framework for the Number of Components of Ensemble Classifiers

(2019) Hamed Bonab et al.   IEEE Transactions on Neural Networks and Learning Systems

Comparative analysis of features extracted from EEG spatial, spectral and temporal domains for binary and multiclass motor imagery classification

(2019) Seung-Bo Lee et al.   INFORMATION SCIENCES

A self-adaptive frequency selection common spatial pattern and least squares twin support vector machine for motor imagery electroencephalography recognition

(2018) Duan Li et al.   Biomedical Signal Processing and Control

EEG-Based Brain–Computer Interfaces for Communication and Rehabilitation of People with Motor Impairment: A Novel Approach of the 21st Century

(2018) Ioulietta Lazarou et al.   Frontiers in Human Neuroscience

Filter Bank Regularized Common Spatial Pattern Ensemble for Small Sample Motor Imagery Classification

(2018) Sang-Hoon Park et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Relevant Feature Selection from a Combination of Spectral-Temporal and Spatial Features for Classification of Motor Imagery EEG

(2018) Jyoti Singh Kirar et al.   JOURNAL OF MEDICAL SYSTEMS

A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update

(2018) F Lotte et al.   Journal of Neural Engineering

Feasibility and safety of shared EEG/EOG and vision-guided autonomous whole-arm exoskeleton control to perform activities of daily living

(2018) Simona Crea et al.   Scientific Reports

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

(2018) Siavash Sakhavi et al.   IEEE Transactions on Neural Networks and Learning Systems

Sparse Group Representation Model for Motor Imagery EEG Classification

(2018) Yong Jiao et al.   IEEE Journal of Biomedical and Health Informatics

Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

(2018) Yu Zhang et al.   IEEE Transactions on Cybernetics

Decoding of Self-paced Lower-Limb Movement Intention: A Case Study on the Influence Factors

(2017) Dong Liu et al.   Frontiers in Human Neuroscience

Quantification of Movement-Related EEG Correlates Associated with Motor Training: A Study on Movement-Related Cortical Potentials and Sensorimotor Rhythms

(2017) Mads Jochumsen et al.   Frontiers in Human Neuroscience

Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification

(2017) Yu Zhang et al.   International Journal of Neural Systems

Selectivity and Longevity of Peripheral-Nerve and Machine Interfaces: A Review

(2017) Usman Ghafoor et al.   Frontiers in Neurorobotics

A SVM based classification method for homogeneous data

(2015) Huan Li et al.   APPLIED SOFT COMPUTING

A Comparative Study on Classification of Sleep Stage Based on EEG Signals Using Feature Selection and Classification Algorithms

(2014) Baha Şen et al.   JOURNAL OF MEDICAL SYSTEMS

A Hybrid BCI System Combining P300 and SSVEP and Its Application to Wheelchair Control

(2013) Yuanqing Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING