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

A Low-Cost Lower-Limb Brain-Machine Interface Triggered by Pedaling Motor Imagery for Post-Stroke Patients Rehabilitation

(2020) Maria Alejandra Romero-Laiseca et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A randomized controlled trial of motor imagery combined with structured progressive circuit class therapy on gait in stroke survivors

(2020) Sunee Bovonsunthonchai et al.   Scientific Reports

Temporal frequency joint sparse optimization and fuzzy fusion for motor imagery-based brain-computer interfaces

(2020) Cili Zuo et al.   JOURNAL OF NEUROSCIENCE METHODS

Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing

(2020) Jing Jin et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory

(2020) Jing Jin et al.   IEEE Transactions on Neural Networks and Learning Systems

Ipsilesional Mu Rhythm Desynchronization and Changes in Motor Behavior Following Post Stroke BCI Intervention for Motor Rehabilitation

(2019) Alexander B. Remsik et al.   Frontiers in Neuroscience

System based on subject-specific bands to recognize pedaling motor imagery: Towards a BCI for lower-limb rehabilitation

(2019) Denis Delisle-Rodriguez et al.   Journal of Neural Engineering

Improvement Motor Imagery EEG Classification Based on Regularized Linear Discriminant Analysis

(2019) Rongrong Fu et al.   JOURNAL OF MEDICAL SYSTEMS

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

Subject-specific EEG channel selection using non-negative matrix factorization for lower-limb motor imagery recognition.

(2019) Dharmendra Gurve et al.   Journal of Neural Engineering

Enhance decoding of pre-movement EEG patterns for Brain-Computer Interfaces

(2019) Kun Wang et al.   Journal of Neural Engineering

Correlation-based channel selection and regularized feature optimization for MI-based BCI

(2019) Jing Jin et al.   NEURAL NETWORKS

A data partitioning method for increasing ensemble diversity of an eSVM-based P300 speller

(2018) Yu-Ri Lee et al.   Biomedical Signal Processing and Control

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

Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces

(2018) Yu Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

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

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

An embedded implementation based on adaptive filter bank for brain–computer interface systems

(2018) Kais Belwafi et al.   JOURNAL OF NEUROSCIENCE METHODS

Towards correlation-based time window selection method for motor imagery BCIs

(2018) Jiankui Feng et al.   NEURAL NETWORKS

Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

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

Towards BCI-actuated smart wheelchair system

(2018) Jingsheng Tang et al.   Biomedical Engineering Online

Sparse Representation-Based Extreme Learning Machine for Motor Imagery EEG Classification

(2018) Qingshan She et al.   Computational Intelligence and Neuroscience

Deep learning with convolutional neural networks for EEG decoding and visualization

(2017) Robin Tibor Schirrmeister et al.   HUMAN BRAIN MAPPING

A Divide-and-Conquer Based Ensemble Classifier Learning by Means of Many-Objective Optimization

(2017) Md Asafuddoula et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Neuro-Fuzzy Gust Front Detection Algorithm With S-Band Polarimetric Radar

(2017) Yunsung Hwang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Riemannian Approaches in Brain-Computer Interfaces: A Review

(2017) Florian Yger et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

Discriminative spatial-frequency-temporal feature extraction and classification of motor imagery EEG: An sparse regression and Weighted Naïve Bayesian Classifier-based approach

(2017) Minmin Miao et al.   JOURNAL OF NEUROSCIENCE METHODS

Application of artificial bee colony algorithm in feature optimization for motor imagery EEG classification

(2017) Minmin Miao et al.   NEURAL COMPUTING & APPLICATIONS

Efficient neuroplasticity induction in chronic stroke patients by an associative brain-computer interface

(2016) Natalie Mrachacz-Kersting et al.   JOURNAL OF NEUROPHYSIOLOGY

Improved SFFS method for channel selection in motor imagery based BCI

(2016) Zhaoyang Qiu et al.   NEUROCOMPUTING

Functional Brain Connectivity as a New Feature for P300 Speller

(2016) Aya Kabbara et al.   PLoS One

Stochastic Optimal Operation of Microgrid Based on Chaotic Binary Particle Swarm Optimization

(2016) Peng Li et al.   IEEE Transactions on Smart Grid

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization

(2015) Xingyi Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Stochastic Fractal Search: A powerful metaheuristic algorithm

(2015) Hamid Salimi   KNOWLEDGE-BASED SYSTEMS

Enhanced Low-Latency Detection of Motor Intention From EEG for Closed-Loop Brain-Computer Interface Applications

(2014) Ren Xu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

EEG-based classification of imaginary left and right foot movements using beta rebound

(2013) Yasunari Hashimoto et al.   CLINICAL NEUROPHYSIOLOGY

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

(2013) Kalyanmoy Deb et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Clustering-Based Ensembles as an Alternative to Stacking

(2013) Anna Jurek et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Channel selection by Rayleigh coefficient maximization based genetic algorithm for classifying single-trial motor imagery EEG

(2013) Lin He et al.   NEUROCOMPUTING

Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification

(2013) Tae-Eui Kam et al.   NEUROCOMPUTING

Classification of covariance matrices using a Riemannian-based kernel for BCI applications

(2013) Alexandre Barachant et al.   NEUROCOMPUTING

A novel modified binary differential evolution algorithm and its applications

(2012) Ling Wang et al.   NEUROCOMPUTING

Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI

(2011) Mahnaz Arvaneh et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Target Selection With Hybrid Feature for BCI-Based 2-D Cursor Control

(2011) Jinyi Long et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Multiobjective Optimization of HEV Fuel Economy and Emissions Using the Self-Adaptive Differential Evolution Algorithm

(2011) Lianghong Wu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Adapting subject specific motor imagery EEG patterns in space–time–frequency for a brain computer interface

(2009) Nuri F. Ince et al.   Biomedical Signal Processing and Control

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

(2008) Benjamin Blankertz et al.   IEEE SIGNAL PROCESSING MAGAZINE