Feature fusion for improving performance of motor imagery brain-computer interface system

Adaptation of Common Spatial Patterns based on mental fatigue for motor-imagery BCI

(2020) Upasana Talukdar et al.   Biomedical Signal Processing and Control

Motor imagery EEG classification based on ensemble support vector learning

(2020) Jing Luo et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A new multi-objective wrapper method for feature selection – Accuracy and stability analysis for BCI

(2019) Jesús González et al.   NEUROCOMPUTING

Filtering techniques for channel selection in motor imagery EEG applications: a survey

(2019) Muhammad Zeeshan Baig et al.   ARTIFICIAL INTELLIGENCE REVIEW

Transfer learning in imagined speech EEG-based BCIs

(2019) Jesús S. García-Salinas et al.   Biomedical Signal Processing and Control

Feature selection using regularized neighbourhood component analysis to enhance the classification performance of motor imagery signals

(2019) Nitesh Singh Malan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

Classification of multiclass motor imagery EEG signal using sparsity approach

(2019) S. R. Sreeja et al.   NEUROCOMPUTING

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

Automatic and tunable algorithm for EEG artifact removal using wavelet decomposition with applications in predictive modeling during auditory tasks

(2019) Nikesh Bajaj et al.   Biomedical Signal Processing and Control

FastEMD–CCA algorithm for unsupervised and fast removal of eyeblink artifacts from electroencephalogram

(2019) Ashvaany Egambaram et al.   Biomedical Signal Processing and Control

A review of feature extraction and performance evaluation in epileptic seizure detection using EEG

(2019) Poomipat Boonyakitanont et al.   Biomedical Signal Processing and Control

Improved EOG Artifact Removal Using Wavelet Enhanced Independent Component Analysis

(2019) Mohamed F. Issa et al.   Brain Sciences

BCI oriented EEG analysis using log energy entropy of wavelet packets

(2018) Hüseyin Göksu   Biomedical Signal Processing and Control

Robust Support Matrix Machine for Single Trial EEG Classification

(2018) Qingqing Zheng et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Brain–machine interfaces for controlling lower-limb powered robotic systems

(2018) Yongtian He et al.   Journal of Neural Engineering

Spatio-temporal discrepancy feature for classification of motor imageries

(2018) Jing Luo et al.   Biomedical Signal Processing and Control

Emotion classification using EEG signals based on tunable-Q wavelet transform

(2018) Anala Hari Krishna et al.   IET Science Measurement & Technology

Support vector machines to detect physiological patterns for EEG and EMG-based human–computer interaction: a review

(2017) L R Quitadamo et al.   Journal of Neural Engineering

EEG-based BCI and video games: a progress report

(2017) Bojan Kerous et al.   VIRTUAL REALITY

Dynamic frequency feature selection based approach for classification of motor imageries

(2016) Jing Luo et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A novel deep learning approach for classification of EEG motor imagery signals

(2016) Yousef Rezaei Tabar et al.   Journal of Neural Engineering

Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface

(2015) Haider Raza et al.   SOFT COMPUTING

Exploring dimensionality reduction of EEG features in motor imagery task classification

(2014) Pedro J. García-Laencina et al.   EXPERT SYSTEMS WITH APPLICATIONS

Extracting optimal tempo-spatial features using local discriminant bases and common spatial patterns for brain computer interfacing

(2013) Javier Asensio-Cubero et al.   Biomedical Signal Processing and Control

Classification of brain hemodynamic signals arising from visual action observation tasks for brain–computer interfaces: A functional near-infrared spectroscopy study

(2013) Berdakh Abibullaev et al.   MEASUREMENT

Analysis the effect of PCA for feature reduction in non-stationary EEG based motor imagery of BCI system

(2013) Xinyang Yu et al.   OPTIK

Simultaneous Design of FIR Filter Banks and Spatial Patterns for EEG Signal Classification

(2012) H. Higashi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A latent discriminative model-based approach for classification of imaginary motor tasks from EEG data

(2012) Jaime F Delgado Saa et al.   Journal of Neural Engineering

Multiple classifier system for EEG signal classification with application to brain–computer interfaces

(2012) Amir Ahangi et al.   NEURAL COMPUTING & APPLICATIONS

Bispectrum-based feature extraction technique for devising a practical brain–computer interface

(2011) Shahjahan Shahid et al.   Journal of Neural Engineering

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

(2010) Fabien Lotte et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Feature selection on movement imagery discrimination and attention detection

(2010) N. S. Dias et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

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

Classifying mental tasks based on features of higher-order statistics from EEG signals in brain–computer interface

(2007) Shang-Ming Zhou et al.   INFORMATION SCIENCES