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

BCI Training Effects on Chronic Stroke Correlate with Functional Reorganization in Motor-Related Regions: A Concurrent EEG and fMRI Study

(2021) Kai Yuan et al.   Brain Sciences

Multimodal fusion of EEG-fNIRS: a mutual information-based hybrid classification framework

(2021) Roohollah Jafari Deligani et al.   Biomedical Optics Express

A Novel Simplified Convolutional Neural Network Classification Algorithm of Motor Imagery EEG Signals Based on Deep Learning

(2020) Feng Li et al.   Applied Sciences-Basel

Deep Learning Techniques for EEG Signal Applications – a Review

(2020) D. Merlin Praveena et al.   IETE JOURNAL OF RESEARCH

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification

(2020) Yunyuan Gao et al.   Frontiers in Neurology

A novel ensemble local graph structure based feature extraction network for EEG signal analysis

(2020) Turker Tuncer et al.   Biomedical Signal Processing and Control

An On-Chip Processor for Chronic Neurological Disorders Assistance Using Negative Affectivity Classification

(2020) Abdul Rehman Aslam et al.   IEEE Transactions on Biomedical Circuits and Systems

Automatic classification methods for detecting drowsiness using wavelet packet transform extracted time-domain features from single-channel EEG signal

(2020) Venkata Phanikrishna B et al.   JOURNAL OF NEUROSCIENCE METHODS

Parallel Spatial–Temporal Self-Attention CNN-Based Motor Imagery Classification for BCI

(2020) Xiuling Liu et al.   Frontiers in Neuroscience

Multi-objective symbiotic organism search algorithm for optimal feature selection in brain computer interfaces

(2020) Yesim A. Baysal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning-based electroencephalography analysis: a systematic review

(2019) Yannick Roy et al.   Journal of Neural Engineering

An ensemble learning framework for convolutional neural network based on multiple classifiers

(2019) Yanyan Guo et al.   SOFT COMPUTING

Decoding human brain activity with deep learning

(2019) Xiao Zheng et al.   Biomedical Signal Processing and Control

The Neural Specificity of Movement Preparation During Actual and Imagined Movements

(2018) Florent Lebon et al.   CEREBRAL CORTEX

A new feature for the classification of non-stationary signals based on the direction of signal energy in the time–frequency domain

(2018) Nabeel Ali Khan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Ensemble SVM Method for Automatic Sleep Stage Classification

(2018) Emina Alickovic et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

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

A Novel Technique for Selecting EMG-Contaminated EEG Channels in Self-Paced Brain–Computer Interface Task Onset

(2018) YoungJae Song et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Deep learning for hybrid EEG-fNIRS brain–computer interface: application to motor imagery classification

(2018) Antonio Maria Chiarelli et al.   Journal of Neural Engineering

The effect of feature-based attention on flanker interference processing: An fMRI-constrained source analysis

(2018) Julia Siemann et al.   Scientific Reports

Classification of Epileptic Electroencephalograms Signals Using Combining Wavelet Analysis and Support Vector Machine

(2018) Yong Wang   Journal of Medical Imaging and Health Informatics

A Fast, Open EEG Classification Framework Based on Feature Compression and Channel Ranking

(2018) Jiuqi Han 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

Classification of EEG Signals Using Hybrid Feature Extraction and Ensemble Extreme Learning Machine

(2018) Weijie Ren et al.   NEURAL PROCESSING LETTERS

EEG motor movement classification based on cross-correlation with effective channel

(2018) Mohand Lokman Al-dabag et al.   Signal Image and Video Processing

Time-domain exponential energy for epileptic EEG signal classification

(2018) Fasil O.K. et al.   NEUROSCIENCE LETTERS

Neural mechanisms of strength increase after one-week motor imagery training

(2017) Sidney Grosprêtre et al.   European Journal of Sport Science

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

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

A Quantitative Analysis for EEG Signals Based on Modified Permutation-Entropy

(2017) X. Liu et al.   IRBM

Automated epileptic seizure detection using improved correlation-based feature selection with random forest classifier

(2017) Md Mursalin et al.   NEUROCOMPUTING

EEG frequency PCA in EEG-ERP dynamics

(2017) Robert J. Barry et al.   PSYCHOPHYSIOLOGY

0116 ACTIVE ENSEMBLE LEARNING FOR EEG EPOCH CLASSIFICATION

(2017) M Gupta et al.   SLEEP

0116 ACTIVE ENSEMBLE LEARNING FOR EEG EPOCH CLASSIFICATION

(2017) M Gupta et al.   SLEEP

Sleep staging from the EEG signal using multi-domain feature extraction

(2016) Zhiyong Liu et al.   Biomedical Signal Processing and Control

EEG Sleep Stages Classification Based on Time Domain Features and Structural Graph Similarity

(2016) Mohammed Diykh et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Powered exoskeletons for bipedal locomotion after spinal cord injury

(2016) Jose L Contreras-Vidal et al.   Journal of Neural Engineering

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

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

Time–frequency features for pattern recognition using high-resolution TFDs: A tutorial review

(2015) Boualem Boashash et al.   DIGITAL SIGNAL PROCESSING

Automatic seizure detection using Stockwell transform and boosting algorithm for long-term EEG

(2015) Aiyu Yan et al.   EPILEPSY & BEHAVIOR

Control strategies for active lower extremity prosthetics and orthotics: a review

(2015) Michael R Tucker et al.   Journal of NeuroEngineering and Rehabilitation

Robot Assisted Gait Training With Active Leg Exoskeleton (ALEX)

(2008) S.K. Banala et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING