A Wearable Channel Selection-Based Brain-Computer Interface for Motor Imagery Detection

A Wearable Channel Selection-Based Brain-Computer Interface for Motor Imagery Detection

Motor imagery-based brain-computer interface (BCI) is a communication interface between an external machine and the brain. Many kinds of spatial filters are used in BCIs to enhance the electroencephalography (EEG) features related to motor imagery. The approach of channel selection, developed to res...

Full description

Bibliographic Details
Main Authors:	Chi-Chun Lo, Tsung-Yi Chien, Yu-Chun Chen, Shang-Ho Tsai, Wai-Chi Fang, Bor-Shyh Lin
Format:	Article
Language:	English
Published:	MDPI AG 2016-02-01
Series:	Sensors
Subjects:	brain-computer interface motor imagery channel selection spatial filter
Online Access:	http://www.mdpi.com/1424-8220/16/2/213

Similar Items

Study on the effect of different electrode channel combinations of motor imagery EEG signals on classification accuracy
by: Kai Zhu, et al.
Published: (2019-12-01)

BRAIN-COMPUTER-INTERFACE – SUPPORTED MOTOR IMAGERY TRAININTG FOR PATIENTS WITH HEMIPARESIS
by: O. A. Mokienko, et al.
Published: (2013-04-01)

Automated Selection of a Channel Subset Based on the Genetic Algorithm in a Motor Imagery Brain-Computer Interface System
by: Hongli Chang, et al.
Published: (2019-01-01)

Testing Brain–Computer Interfaces with Airplane Pilots under New Motor Imagery Tasks
by: German Rodriguez-Bermudez, et al.

Multi-class motor imagery EEG decoding for brain-computer interfaces
by: Deng eWang, et al.
Published: (2012-10-01)

EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges
by: Natasha Padfield, et al.
Published: (2019-03-01)

Signal processing techniques for motor imagery brain computer interface: A review
by: Swati Aggarwal, et al.
Published: (2019-01-01)

Increased motor cortex excitability during motor imagery in brain-computer interface trained subjects
by: Olesya eMokienko, et al.
Published: (2013-11-01)

A study on the effect of electrical stimulation as a user stimuli for motor imagery classification in Brain-Machine Interface
by: Saugat Bhattacharyya, et al.
Published: (2016-06-01)

On the Better Performance of Pianists with Motor Imagery-Based Brain-Computer Interface Systems
by: José-Vicente Riquelme-Ros, et al.
Published: (2020-08-01)

Spectrum-Weighted Tensor Discriminant Analysis for Motor Imagery-Based BCI
by: Shoulin Huang, et al.
Published: (2020-01-01)

Vividness of Visual Imagery and Personality Impact Motor-Imagery Brain Computer Interfaces
by: Nikki Leeuwis, et al.
Published: (2021-04-01)

High Classification Accuracy of a Motor Imagery Based Brain-Computer Interface for Stroke Rehabilitation Training
by: Danut C. Irimia, et al.
Published: (2018-11-01)

Comparison and Development of Algorithms for Motor Imagery Classification in EEG- based Brain-Computer Interfaces
by: Ailsworth, James William Jr.
Published: (2016)

Progressive Training for Motor Imagery Brain-Computer Interfaces Using Gamification and Virtual Reality Embodiment
by: Filip Škola, et al.
Published: (2019-09-01)

Learning discriminative patterns for self-paced EEG-based motor imagery detection
by: Haihong eZhang, et al.
Published: (2012-02-01)

Optimization of Task Allocation for Collaborative Brain–Computer Interface Based on Motor Imagery
by: Bin Gu, et al.
Published: (2021-07-01)

Channel selection in motor imaginary-based brain-computer interfaces: a particle swarm optimization algorithm
by: Lei Zhang, Qingguo Wei
Published: (2019-06-01)

A Novel Transfer Support Matrix Machine for Motor Imagery-Based Brain Computer Interface
by: Yan Chen, et al.
Published: (2020-11-01)

Optimal channel-based sparse time-frequency blocks common spatial pattern feature extraction method for motor imagery classification
by: Xu Yin, et al.
Published: (2021-05-01)

Motor imagery: does strategy matter?
by: Hovington, Cindy
Published: (2008)

Post-Adaptation Effects in a Motor Imagery Brain-Computer Interface Online Coadaptive Paradigm
by: Jose Diogo Cunha, et al.
Published: (2021-01-01)

A BMI Based on Motor Imagery and Attention for Commanding a Lower-Limb Robotic Exoskeleton: A Case Study
by: Laura Ferrero, et al.
Published: (2021-04-01)

Brain-Computer Interface application: auditory serial interface to control a two-class motor-imagery-based wheelchair
by: Ricardo Ron-Angevin, et al.
Published: (2017-05-01)

Single trial predictors for gating motor-imagery brain-computer interfaces based on sensorimotor rhythm and visual evoked potentials
by: Andrew eGeronimo, et al.
Published: (2016-04-01)

Using Transcranial Direct Current Stimulation to Augment the Effect of Motor Imagery-Assisted Brain-Computer Interface Training in Chronic Stroke Patients—Cortical Reorganization Considerations
by: Effie Chew, et al.
Published: (2020-08-01)

Incidence de l'imagerie motrice sur les apprentissages moteurs/ Impact of motor imagery on motor learning
by: Delbecque, Laure A S
Published: (2008)

Motor imagery as a tool for motor skill training in children
by: A. Doussoulin, et al.
Published: (2011-01-01)

Multiple Kernel Stein Spatial Patterns for the Multiclass Discrimination of Motor Imagery Tasks
by: Steven Galindo-Noreña, et al.
Published: (2020-12-01)

Corrigendum: Using Transcranial Direct Current Stimulation to Augment the Effect of Motor Imagery-Assisted Brain-Computer Interface Training in Chronic Stroke Patients—Cortical Reorganization Considerations
by: Effie Chew, et al.
Published: (2020-11-01)

Improving Motor Imagery of Gait on a Brain–Computer Interface by Means of Virtual Reality: A Case of Study
by: L. Ferrero, et al.
Published: (2021-01-01)

Channel binary pattern based global-local spatial information fusion for motor imagery tasks
by: Jian-Xun Mi, et al.
Published: (2020-01-01)

Closed-Loop Phase-Dependent Vibration Stimulation Improves Motor Imagery-Based Brain-Computer Interface Performance
by: Wenbin Zhang, et al.
Published: (2021-01-01)

Performance evaluation of a motor-imagery-based EEG-Brain computer interface using a combined cue with heterogeneous training data in BCI-Naive subjects
by: Lee Youngbum, et al.
Published: (2011-10-01)

Relevant Feature Integration and Extraction for Single-Trial Motor Imagery Classification
by: Lili Li, et al.
Published: (2017-06-01)

Motor imagery and sport performance
by: Nobuaki Mizuguchi, et al.
Published: (2012-08-01)

Three-Class EEG-Based Motor Imagery Classification Using Phase-Space Reconstruction Technique
by: Ridha Djemal, et al.
Published: (2016-08-01)

A Synchronous Motor Imagery Based Neural Physiological Paradigm for Brain Computer Interface Speller
by: Lei Cao, et al.
Published: (2017-05-01)

Motor Imagery EEG Classification for Patients with Amyotrophic Lateral Sclerosis Using Fractal Dimension and Fisher’s Criterion-Based Channel Selection
by: Yi-Hung Liu, et al.
Published: (2017-07-01)

A Genetic-Based Feature Selection Approach in the Identification of Left/Right Hand Motor Imagery for a Brain-Computer Interface
by: Charles Yaacoub, et al.
Published: (2017-01-01)