4.6 Review

EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Cybernetics

Towards a Hybrid BCI Gaming Paradigm Based on Motor Imagery and SSVEP

Zhihua Wang et al.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2019)

Article Chemistry, Analytical

EEG Classification of Motor Imagery Using a Novel Deep Learning Framework

Mengxi Dai et al.

SENSORS (2019)

Article Clinical Neurology

Sleep spindle detection using multivariate Gaussian mixture models

Chanakya Reddy Patti et al.

JOURNAL OF SLEEP RESEARCH (2018)

Article Computer Science, Interdisciplinary Applications

EEG-based BCI and video games: a progress report

Bojan Kerous et al.

VIRTUAL REALITY (2018)

Article Mathematical & Computational Biology

A Machine Learning Approach to the Detection of Pilot's Reaction to Unexpected Events Based on EEG Signals

Bartosz Binias et al.

COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2018)

Article Computer Science, Cybernetics

EEG-triggered dynamic difficulty adjustment for multiplayer games

Adi Stein et al.

ENTERTAINMENT COMPUTING (2018)

Article Engineering, Biomedical

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

Yousef Rezaei Tabar et al.

JOURNAL OF NEURAL ENGINEERING (2017)

Article Psychology, Biological

High and dry? Comparing active dry EEG electrodes to active and passive wet electrodes

Kyle E. Mathewson et al.

PSYCHOPHYSIOLOGY (2017)

Article Computer Science, Artificial Intelligence

Differential evolution algorithm as a tool for optimal feature subset selection in motor imagery EEG

Muhammad Zeeshan Baig et al.

EXPERT SYSTEMS WITH APPLICATIONS (2017)

Article Neurosciences

Deep Learning With Convolutional Neural Networks for EEG Decoding and Visualization

Robin Tibor Schirrmeister et al.

HUMAN BRAIN MAPPING (2017)

Article Computer Science, Artificial Intelligence

Designing an Interval Type-2 Fuzzy Logic System for Handling Uncertainty Effects in Brain-Computer Interface Classification of Motor Imagery Induced EEG Patterns

Pawel Andrzej Herman et al.

IEEE TRANSACTIONS ON FUZZY SYSTEMS (2017)

Article Computer Science, Artificial Intelligence

Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System

Yizhang Jiang et al.

IEEE TRANSACTIONS ON FUZZY SYSTEMS (2017)

Article Engineering, Biomedical

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

Na Lu et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2017)

Article Computer Science, Artificial Intelligence

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

Yu Zhang et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Engineering, Biomedical

A comparison study of visually stimulated brain-computer and eye-tracking

Kaori Suefusa et al.

JOURNAL OF NEURAL ENGINEERING (2017)

Article Biotechnology & Applied Microbiology

Towards Rehabilitation Robotics: Off-the-Shelf BCI Control of Anthropomorphic Robotic Arms

Alkinoos Athanasiou et al.

BIOMED RESEARCH INTERNATIONAL (2017)

Article Computer Science, Information Systems

Effects of Soft Drinks on Resting State EEG and Brain-Computer Interface Performance

Jianjun Meng et al.

IEEE ACCESS (2017)

Article Engineering, Biomedical

Classification of epilepsy EEG signals using DWT-based envelope analysis and neural network ensemble

Mingyang Li et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)

Proceedings Paper Computer Science, Information Systems

A comparison study on EEG signal processing techniques using motor imagery EEG data

Vangelis P. Oikonomou et al.

2017 IEEE 30TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS) (2017)

Article Engineering, Biomedical

The brain-computer interface researcher's questionnaire: from research to application

M. J. Vansteensel et al.

BRAIN-COMPUTER INTERFACES (2017)

Proceedings Paper Neurosciences

Combining EEG and Serious Games for Attention Assessment of Children with Cerebral Palsy

F. J. Perales et al.

CONVERGING CLINICAL AND ENGINEERING RESEARCH ON NEUROREHABILITATION II, VOLS 1 AND 2 (2017)

Article Engineering, Biomedical

Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system

Jasmin Kevric et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)

Article Computer Science, Information Systems

Design simplicity influences patient portal use: the role of aesthetic evaluations for technology acceptance

Allison J. Lazard et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2016)

Article Computer Science, Interdisciplinary Applications

Subject-based feature extraction by using fisher WPD-CSP in brain-computer interfaces

Banghua Yang et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2016)

Article Computer Science, Information Systems

Deep learning approach for active classification of electrocardiogram signals

M. M. Al Rahhal et al.

INFORMATION SCIENCES (2016)

Article Engineering, Biomedical

Performance predictors of brain-computer interfaces in patients with amyotrophic lateral sclerosis

A. Geronimo et al.

JOURNAL OF NEURAL ENGINEERING (2016)

Article Chemistry, Analytical

A Brain-Machine Interface Based on ERD/ERS for an Upper-Limb Exoskeleton Control

Zhichuan Tang et al.

SENSORS (2016)

Article Multidisciplinary Sciences

Quantifying the role of motor imagery in brain-machine interfaces

Silvia Marchesotti et al.

SCIENTIFIC REPORTS (2016)

Article Mathematical & Computational Biology

A Prototype SSVEP Based Real Time BCI Gaming System

Ignas Martisius et al.

COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2016)

Article Engineering, Electrical & Electronic

Applying a Locally Linear Embedding Algorithm for Feature Extraction and Visualization of MI-EEG

Mingai Li et al.

JOURNAL OF SENSORS (2016)

Article Robotics

Behavior recognition for humanoid robots using long short-term memory

Dickson Neoh Tze How et al.

INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS (2016)

Article Engineering, Biomedical

Binary particle swarm optimization for frequency band selection in motor imagery based brain-computer interfaces

Qingguo Wei et al.

BIO-MEDICAL MATERIALS AND ENGINEERING (2015)

Article Engineering, Biomedical

Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback

Tianyou Yu et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2015)

Article Biochemical Research Methods

Optimizing spatial patterns with sparse filter bands for motor-imagery based brain-computer interface

Yu Zhang et al.

JOURNAL OF NEUROSCIENCE METHODS (2015)

Article Biochemical Research Methods

A hybrid NIRS-EEG system for self-paced brain computer interface with online motor imagery

Bonkon Koo et al.

JOURNAL OF NEUROSCIENCE METHODS (2015)

Article Management

How firm innovativeness and unexpected product reliability failures affect profitability

Alan W. Mackelprang et al.

JOURNAL OF OPERATIONS MANAGEMENT (2015)

Article Automation & Control Systems

Fuzzy Integral-Based Gaze Control of a Robotic Head for Human Robot Interaction

Bum-Soo Yoo et al.

IEEE TRANSACTIONS ON CYBERNETICS (2015)

Article Medicine, General & Internal

Brain Plasticity and Rehabilitation in Stroke Patients

Yukihiro Hara

JOURNAL OF NIPPON MEDICAL SCHOOL (2015)

Article Neurosciences

Autonomous Parameter Adjustment for SSVEP-Based BCIs with a Novel BCI Wizard

Felix Gembler et al.

FRONTIERS IN NEUROSCIENCE (2015)

Article Engineering, Biomedical

Artistic brain-computer interfaces: state-of-the-art control mechanisms

Amy Wadeson et al.

BRAIN-COMPUTER INTERFACES (2015)

Proceedings Paper Automation & Control Systems

Game Controller Based On Biomedical Signals

Aleksandra Kawala-Janik et al.

2015 20TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR) (2015)

Article Engineering, Biomedical

CLASSIFICATION OF EEG SIGNALS FOR DETECTION OF EPILEPTIC SEIZURES BASED ON WAVELETS AND STATISTICAL PATTERN RECOGNITION

Dragoljub Gajic et al.

BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS (2014)

Article Behavioral Sciences

Posture alters human resting-state

Robert T. Thibault et al.

CORTEX (2014)

Article Engineering, Biomedical

Combining Motor Imagery With Selective Sensation Toward a Hybrid-Modality BCI

Lin Yao et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2014)

Article Health Care Sciences & Services

The Effect of Multiscale PCA De-noising in Epileptic Seizure Detection

Jasmin Kevric et al.

JOURNAL OF MEDICAL SYSTEMS (2014)

Article Neurosciences

Combined corticospinal and reticulospinal effects on upper limb muscles

Alexis Ortiz-Rosario et al.

NEUROSCIENCE LETTERS (2014)

Article Clinical Neurology

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

Yasunari Hashimoto et al.

CLINICAL NEUROPHYSIOLOGY (2013)

Article Engineering, Biomedical

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

Hiroshi Higashi et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2013)

Article Engineering, Biomedical

Optimizing event-related potential based brain-computer interfaces: a systematic evaluation of dynamic stopping methods

Martijn Schreuder et al.

JOURNAL OF NEURAL ENGINEERING (2013)

Article Computer Science, Information Systems

Detection of Seizure and Epilepsy Using Higher Order Statistics in the EMD Domain

S. M. Shafiul Alam et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2013)

Article Clinical Neurology

Enhanced Active Segment Selection for Single-Trial EEG Classification

Wei-Yen Hsu

CLINICAL EEG AND NEUROSCIENCE (2012)

Article Computer Science, Interdisciplinary Applications

Feature extraction for ECG heartbeats using higher order statistics of WPD coefficients

Yakup Kutlu et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2012)

Article Health Care Sciences & Services

Automatic and Adaptive Classification of Electroencephalographic Signals for Brain Computer Interfaces

German Rodriguez-Bermudez et al.

JOURNAL OF MEDICAL SYSTEMS (2012)

Review Chemistry, Analytical

Brain Computer Interfaces, a Review

Luis Fernando Nicolas-Alonso et al.

SENSORS (2012)

Article Computer Science, Artificial Intelligence

BCI CouldMake Old Two-Player Games EvenMore Fun: A Proof of Concept with Connect Four

Emmanuel Maby et al.

ADVANCES IN HUMAN-COMPUTER INTERACTION (2012)

Article Engineering, Biomedical

A high-speed BCI based on code modulation VEP

Guangyu Bin et al.

JOURNAL OF NEURAL ENGINEERING (2011)

Article Neurosciences

Reliability of ERP and single-trial analyses

Carl M. Gaspar et al.

NEUROIMAGE (2011)

Article Multidisciplinary Sciences

Real-Time Decoding of Brain Responses to Visuospatial Attention Using 7T fMRI

Patrik Andersson et al.

PLOS ONE (2011)

Article Neurosciences

Listen, you are writing! Speeding up online spelling with a dynamic auditory BCI

Martijn Schreuder et al.

FRONTIERS IN NEUROSCIENCE (2011)

Article Clinical Neurology

Towards a Cure for BCI Illiteracy

Carmen Vidaurre et al.

BRAIN TOPOGRAPHY (2010)

Article Neurosciences

The hybrid BCI

Gert Pfurtscheller et al.

FRONTIERS IN NEUROSCIENCE (2010)

Article Engineering, Biomedical

A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces

Kavitha P. Thomas et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2009)

Article Computer Science, Artificial Intelligence

Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

A. K. Qin et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2009)

Article Automation & Control Systems

Emotion Recognition using EEG Signals with Relative Power Values and Bayesian Network

Kwang-Eun Ko et al.

INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS (2009)

Article Engineering, Biomedical

Control of an electrical prosthesis with an SSVEP-based BCI

Gernot R. Mueller-Putz et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2008)

Article Engineering, Biomedical

Comparative analysis of spectral approaches to feature extraction for EEG-based motor imagery classification

Pawel Herman et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2008)

Article Engineering, Biomedical

Brain-computer communication: Motivation, aim, and impact of exploring a virtual apartment

Robert Leeb et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2007)

Article Biochemical Research Methods

Application and comparison of classification algorithms for recognition of Alzheimer's disease in electrical brain activity (EEG)

Christoph Lehmann et al.

JOURNAL OF NEUROSCIENCE METHODS (2007)

Article Engineering, Biomedical

Combined optimization of spatial and temporal filters for improving brain-computer interfacing

Guido Dornhege et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2006)

Article Engineering, Biomedical

Characterization of four-class motor imagery EEG data for the BCI-competition 2005

Alois Schloegl et al.

JOURNAL OF NEURAL ENGINEERING (2005)

Article Engineering, Biomedical

Spatio-spectral filters for improving the classification of single trial EEG

S Lemm et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2005)

Article Business

The impact of user-oriented design on new product development: An examination of fundamental relationships

RW Veryzer et al.

JOURNAL OF PRODUCT INNOVATION MANAGEMENT (2005)

Article Engineering, Biomedical

The BCI competition 2003:: Progress and perspectives in detection and discrimination of EEG single trials

B Blankertz et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2004)

Article Computer Science, Artificial Intelligence

Feature selection with neural networks

A Verikas et al.

PATTERN RECOGNITION LETTERS (2002)

Article Engineering, Biomedical

Current trends in Graz Brain-Computer Interface (BCI) research

G Pfurtscheller et al.

IEEE TRANSACTIONS ON REHABILITATION ENGINEERING (2000)