Multimodal signal dataset for 11 intuitive movement tasks from single upper extremity during multiple recording sessions

Muscle Fatigue in the Three Heads of Triceps Brachii During Intensity and Speed Variations of Triceps Push-Down Exercise

(2020) Jawad Hussain et al.   Frontiers in Physiology

Editorial: Brain-Computer Interfaces and Augmented/Virtual Reality

(2020) Felix Putze et al.   Frontiers in Human Neuroscience

Decoding Movement-Related Cortical Potentials Based on Subject-Dependent and Section-Wise Spectral Filtering

(2020) Ji-Hoon Jeong et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals

(2020) Ji-Hoon Jeong et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Multimodal signal dataset for 11 intuitive movement tasks from single upper extremity during multiple recording sessions

(2020) Ji-Hoon Jeong et al.   GigaScience

Reducing power line noise in EEG and MEG data via spectrum interpolation

(2019) Sabine Leske et al.   NEUROIMAGE

EEG Dataset and OpenBMI Toolbox for Three BCI Paradigms: An Investigation into BCI Illiteracy

(2019) Min-Ho Lee et al.   GigaScience

Detection of movement onset using EMG signals for upper-limb exoskeletons in reaching tasks

(2019) Emilio Trigili et al.   Journal of NeuroEngineering and Rehabilitation

Deep learning for Electroencephalogram (EEG) classification tasks: A review

(2019) Alexander Craik et al.   Journal of Neural Engineering

Multi-channel EEG recordings during a sustained-attention driving task

(2019) Zehong Cao et al.   Scientific Data

Weighted Transfer Learning for Improving Motor Imagery-Based Brain–Computer Interface

(2019) Ahmed M. Azab et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Co-adaptive Training Improves Efficacy of a Multi-Day EEG-Based Motor Imagery BCI Training

(2019) Amjad Abu-Rmileh et al.   Frontiers in Human Neuroscience

A multi-day and multi-band dataset for a steady-state visual-evoked potential–based brain-computer interface

(2019) Ga-Young Choi et al.   GigaScience

Subject-Independent Brain–Computer Interfaces Based on Deep Convolutional Neural Networks

(2019) O-Yeon Kwon et al.   IEEE Transactions on Neural Networks and Learning Systems

A Multi-class BCI based on Somatosensory Imagery

(2018) Lin Yao et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Commanding a Brain-Controlled Wheelchair Using Steady-State Somatosensory Evoked Potentials

(2018) Keun-Tae Kim 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

Batch Mode Query by Committee for Motor Imagery-Based BCI

(2018) Ibrahim Hossain et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A comprehensive review of EEG-based brain–computer interface paradigms

(2018) Reza Abiri et al.   Journal of Neural Engineering

A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces

(2018) Murat Kaya et al.   Scientific Data

EEG-Based Strategies to Detect Motor Imagery for Control and Rehabilitation

(2017) Kai Keng Ang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A Deep Learning Scheme for Motor Imagery Classification based on Restricted Boltzmann Machines

(2017) Na Lu et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

EEG source space analysis of the supervised factor analytic approach for the classification of multi-directional arm movement

(2017) Vikram Shenoy Handiru et al.   Journal of Neural Engineering

Classification of different reaching movements from the same limb using EEG

(2017) Farid Shiman et al.   Journal of Neural Engineering

A motion-classification strategy based on sEMG-EEG signal combination for upper-limb amputees

(2017) Xiangxin Li et al.   Journal of NeuroEngineering and Rehabilitation

Upper limb movements can be decoded from the time-domain of low-frequency EEG

(2017) Patrick Ofner et al.   PLoS One

An artificial EMG generation model based on signal-dependent noise and related application to motion classification

(2017) Akira Furui et al.   PLoS One

EEG datasets for motor imagery brain–computer interface

(2017) Hohyun Cho et al.   GigaScience

A convolutional neural network for steady state visual evoked potential classification under ambulatory environment

(2017) No-Sang Kwak et al.   PLoS One

EEG Source Imaging Enhances the Decoding of Complex Right-Hand Motor Imagery Tasks

(2016) Bradley J. Edelman et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A High-Security EEG-Based Login System with RSVP Stimuli and Dry Electrodes

(2016) Yiyu Chen et al.   IEEE Transactions on Information Forensics and Security

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

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

The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis

(2016) Matthias S. Treder et al.   NEUROIMAGE

The Berlin Brain-Computer Interface: Progress Beyond Communication and Control

(2016) Benjamin Blankertz et al.   Frontiers in Neuroscience

Noninvasive Electroencephalogram Based Control of a Robotic Arm for Reach and Grasp Tasks

(2016) Jianjun Meng et al.   Scientific Reports

A Review of Techniques for Detection of Movement Intention Using Movement-Related Cortical Potentials

(2015) Aqsa Shakeel et al.   Computational and Mathematical Methods in Medicine

A Novel EOG/EEG Hybrid Human–Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control

(2015) Jiaxin Ma et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A lower limb exoskeleton control system based on steady state visual evoked potentials

(2015) No-Sang Kwak et al.   Journal of Neural Engineering

Effect of higher frequency on the classification of steady-state visual evoked potentials

(2015) Dong-Ok Won et al.   Journal of Neural Engineering

P300 correlates with learning & memory abilities and fluid intelligence

(2015) Hafeez Ullah Amin et al.   Journal of NeuroEngineering and Rehabilitation

Subject-dependent classification for robust idle state detection using multi-modal neuroimaging and data-fusion techniques in BCI

(2015) Min-Ho Lee et al.   PATTERN RECOGNITION

Improving the Performance of an EEG-Based Motor Imagery Brain Computer Interface Using Task Evoked Changes in Pupil Diameter

(2015) David Rozado et al.   PLoS One

Beyond maximum speed—a novel two-stimulus paradigm for brain–computer interfaces based on event-related potentials (P300-BCI)

(2014) Tobias Kaufmann et al.   Journal of Neural Engineering

An Efficient ERP-Based Brain-Computer Interface Using Random Set Presentation and Face Familiarity

(2014) Seul-Ki Yeom et al.   PLoS One

Resting-State EEG Source Localization and Functional Connectivity in Schizophrenia-Like Psychosis of Epilepsy

(2011) Leonides Canuet et al.   PLoS One

Ica: a potential tool for bci systems

(2008) Amar Kachenoura et al.   IEEE SIGNAL PROCESSING MAGAZINE

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

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