Cargando…

Analysis of the EEG Rhythms Based on the Empirical Mode Decomposition During Motor Imagery When Using a Lower-Limb Exoskeleton. A Case Study

The use of brain-machine interfaces in combination with robotic exoskeletons is usually based on the analysis of the changes in power that some brain rhythms experience during a motion event. However, this variation in power is frequently obtained through frequency filtering and power estimation usi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ortiz, Mario, Iáñez, Eduardo, Contreras-Vidal, José L., Azorín, José M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2020
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7482655/ https://www.ncbi.nlm.nih.gov/pubmed/32973481 http://dx.doi.org/10.3389/fnbot.2020.00048

Ejemplares similares

An EEG database for the cognitive assessment of motor imagery during walking with a lower-limb exoskeleton
por: Ortiz, Mario, et al.
Publicado: (2023)

Improving Real-Time Lower Limb Motor Imagery Detection Using tDCS and an Exoskeleton
por: Rodríguez-Ugarte, Marisol, et al.
Publicado: (2018)

Sensory Integration in Human Movement: A New Brain-Machine Interface Based on Gamma Band and Attention Level for Controlling a Lower-Limb Exoskeleton
por: Ortiz, Mario, et al.
Publicado: (2020)

Brain-computer interface enhanced by virtual reality training for controlling a lower limb exoskeleton
por: Ferrero, Laura, et al.
Publicado: (2023)

Effect of tDCS stimulation of motor cortex and cerebellum on EEG classification of motor imagery and sensorimotor band power
por: Angulo-Sherman, Irma N., et al.
Publicado: (2017)

Assessing Movement Factors in Upper Limb Kinematics Decoding from EEG Signals
por: Úbeda, Andrés, et al.
Publicado: (2015)

A New Method to Generate Artificial Frames Using the Empirical Mode Decomposition for an EEG-Based Motor Imagery BCI
por: Dinarès-Ferran, Josep, et al.
Publicado: (2018)

Effects of tDCS on Real-Time BCI Detection of Pedaling Motor Imagery
por: Rodriguez-Ugarte, Maria de la Soledad, et al.
Publicado: (2018)

Reducing calibration time in motor imagery-based BCIs by data alignment and empirical mode decomposition
por: Xiong, Wei, et al.
Publicado: (2022)

Brain-machine interface based on transfer-learning for detecting the appearance of obstacles during exoskeleton-assisted walking
por: Quiles, Vicente, et al.
Publicado: (2023)

Review of tDCS Configurations for Stimulation of the Lower-Limb Area of Motor Cortex and Cerebellum
por: Quiles, Vicente, et al.
Publicado: (2022)

Identification of Visual Imagery by Electroencephalography Based on Empirical Mode Decomposition and an Autoregressive Model
por: Fu, Yunfa, et al.
Publicado: (2022)

Low Intensity Focused tDCS Over the Motor Cortex Shows Inefficacy to Improve Motor Imagery Performance
por: Angulo-Sherman, Irma N., et al.
Publicado: (2017)

Decoding of Turning Intention during Walking Based on EEG Biomarkers
por: Quiles, Vicente, et al.
Publicado: (2022)

Pseudo-Online BMI Based on EEG to Detect the Appearance of Sudden Obstacles during Walking
por: Elvira, María, et al.
Publicado: (2019)

Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition
por: Hansen, Sofie Therese, et al.
Publicado: (2019)

Design and Optimization of an EEG-Based Brain Machine Interface (BMI) to an Upper-Limb Exoskeleton for Stroke Survivors
por: Bhagat, Nikunj A., et al.
Publicado: (2016)

Risk management and regulations for lower limb medical exoskeletons: a review
por: He, Yongtian, et al.
Publicado: (2017)

Gyroscope-Driven Mouse Pointer with an EMOTIV(®) EEG Headset and Data Analysis Based on Empirical Mode Decomposition
por: Rosas-Cholula, Gerardo, et al.
Publicado: (2013)

Analysis of Gamma-Band Activity from Human EEG Using Empirical Mode Decomposition
por: Amo, Carlos, et al.
Publicado: (2017)

Low-Density EEG for Neural Activity Reconstruction Using Multivariate Empirical Mode Decomposition
por: Soler, Andres, et al.
Publicado: (2020)

EEG oscillatory patterns and classification of sequential compound limb motor imagery
por: Yi, Weibo, et al.
Publicado: (2016)

EEG feature comparison and classification of simple and compound limb motor imagery
por: Yi, Weibo, et al.
Publicado: (2013)

Empirical mode decomposition with missing values
por: Kim, Donghoh, et al.
Publicado: (2016)

Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition
por: Yeh, Chia-Lung, et al.
Publicado: (2010)

EOG Artifact Correction from EEG Recording Using Stationary Subspace Analysis and Empirical Mode Decomposition
por: Zeng, Hong, et al.
Publicado: (2013)

Ensemble Empirical Mode Decomposition Analysis of EEG Data Collected during a Contour Integration Task
por: Al-Subari, Karema, et al.
Publicado: (2015)

Detecting Epileptic Seizures in EEG Signals with Complementary Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting
por: Wu, Jiang, et al.
Publicado: (2020)

Comparison of EEG measurement of upper limb movement in motor imagery training system
por: Suwannarat, Arpa, et al.
Publicado: (2018)

Evaluating Classifiers to Detect Arm Movement Intention from EEG Signals
por: Planelles, Daniel, et al.
Publicado: (2014)

Developing a Motor Imagery-Based Real-Time Asynchronous Hybrid BCI Controller for a Lower-Limb Exoskeleton
por: Choi, Junhyuk, et al.
Publicado: (2020)

Effects of Motor Imagery Tasks on Brain Functional Networks Based on EEG Mu/Beta Rhythm
por: Yu, Hongli, et al.
Publicado: (2022)

Interference of unilateral lower limb amputation on motor imagery rhythm and remodeling of sensorimotor areas
por: Liu, Shaowen, et al.
Publicado: (2022)

MILimbEEG: A dataset of EEG signals related to upper and lower limb execution of motor and motor imagery tasks
por: Asanza, Víctor, et al.
Publicado: (2023)

Localization of Active Brain Sources From EEG Signals Using Empirical Mode Decomposition: A Comparative Study
por: Muñoz-Gutiérrez, Pablo Andrés, et al.
Publicado: (2018)

A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition
por: Dai, Yangyang, et al.
Publicado: (2021)

Decoding of Motor Coordination Imagery Involving the Lower Limbs by the EEG-Based Brain Network
por: Fu, Yunfa, et al.
Publicado: (2021)

EEG-Based Control for Upper and Lower Limb Exoskeletons and Prostheses: A Systematic Review
por: AL-Quraishi, Maged S., et al.
Publicado: (2018)

Empirical Mode Decomposition and Neural Networks on FPGA for Fault Diagnosis in Induction Motors
por: Camarena-Martinez, David, et al.
Publicado: (2014)

An empirical comparison of deep learning explainability approaches for EEG using simulated ground truth
por: Sujatha Ravindran, Akshay, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_bbivrqpjmmk065unroq5r9urg5