Cargando…

Multi-Domain Convolutional Neural Networks for Lower-Limb Motor Imagery Using Dry vs. Wet Electrodes

Motor imagery (MI) brain–computer interfaces (BCIs) have been used for a wide variety of applications due to their intuitive matching between the user’s intentions and the performance of tasks. Applying dry electroencephalography (EEG) electrodes to MI BCI applications can resolve many constraints a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jeong, Ji-Hyeok, Choi, Jun-Hyuk, Kim, Keun-Tae, Lee, Song-Joo, Kim, Dong-Joo, Kim, Hyung-Min
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513081/ https://www.ncbi.nlm.nih.gov/pubmed/34640992 http://dx.doi.org/10.3390/s21196672

Ejemplares similares

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

Enhanced lower-limb motor imagery by kinesthetic illusion
por: Wang, Weizhen, et al.
Publicado: (2023)

The Study of Visual-Auditory Interactions on Lower Limb Motor Imagery
por: Yu, Zhongliang, et al.
Publicado: (2018)

Target-directed motor imagery of the lower limb enhances event-related desynchronization
por: Kitahara, Kosuke, et al.
Publicado: (2017)

Motor Imagery-Related Changes of Neural Oscillation in Unilateral Lower Limb Amputation
por: Shan, Xinying, et al.
Publicado: (2022)

Multibranch convolutional neural network with contrastive representation learning for decoding same limb motor imagery tasks
por: Phunruangsakao, Chatrin, et al.
Publicado: (2022)

Motor Imagery Training Is Beneficial for Motor Memory of Upper and Lower Limb Tasks in Very Old Adults
por: Hilt, Pauline M., et al.
Publicado: (2023)

A functional limitation to the lower limbs affects the neural bases of motor imagery of gait
por: Sacheli, Lucia Maria, et al.
Publicado: (2018)

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

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

Surface Properties of CVD-Grown Graphene Transferred by Wet and Dry Transfer Processes
por: Yoon, Min-Ah, et al.
Publicado: (2022)

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

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

Characterization of kinesthetic motor imagery compared with visual motor imageries
por: Yang, Yu Jin, et al.
Publicado: (2021)

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)

Characteristics of Wet and Dried Distillers Grains on In vitro Ruminal Fermentation and Effects of Dietary Wet Distillers Grains on Performance of Hanwoo Steers
por: Kim, Ill Young, et al.
Publicado: (2015)

A Protocol for Comparing Dry and Wet EEG Electrodes During Sleep
por: Leach, Sven, et al.
Publicado: (2020)

The Effects of Motor Imagery on Pain in Lower Limb Sports Injuries: A Systematic Review and Meta-Analysis
por: Plakoutsis, George, et al.
Publicado: (2022)

Recognition of single upper limb motor imagery tasks from EEG using multi-branch fusion convolutional neural network
por: Zhang, Rui, et al.
Publicado: (2023)

Local and global convolutional transformer-based motor imagery EEG classification
por: Zhang, Jiayang, et al.
Publicado: (2023)

Removal of Particulate Matter in a Tubular Wet Electrostatic Precipitator Using a Water Collection Electrode
por: Kim, Jong-Ho, et al.
Publicado: (2012)

Upper-Limb Electromyogram Classification of Reaching-to-Grasping Tasks Based on Convolutional Neural Networks for Control of a Prosthetic Hand
por: Kim, Keun-Tae, et al.
Publicado: (2021)

Comparison of Transcranial Direct Current Stimulation Electrode Montages for the Lower Limb Motor Cortex
por: Patel, Radhika, et al.
Publicado: (2019)

The effects of body position and actual execution on motor imagery of locomotor tasks in people with a lower-limb amputation
por: Saimpont, Arnaud, et al.
Publicado: (2021)

Phantom limb perception interferes with motor imagery after unilateral upper-limb amputation
por: Lyu, Yuanyuan, et al.
Publicado: (2016)

Target-oriented motor imagery for grasping action: different characteristics of brain activation between kinesthetic and visual imagery
por: Lee, Woo Hyung, et al.
Publicado: (2019)

Analysis of Consistency of Transthoracic Bioimpedance Measurements Acquired with Dry Carbon Black PDMS Electrodes, Adhesive Electrodes, and Wet Textile Electrodes
por: Posada-Quintero, Hugo F., et al.
Publicado: (2018)

Motor Imagery EEG Signal Recognition Using Deep Convolution Neural Network
por: Xiao, Xiongliang, et al.
Publicado: (2021)

Electroencephalogram-Based Motor Imagery Classification Using Deep Residual Convolutional Networks
por: Huang, Jing-Shan, et al.
Publicado: (2021)

The effects of graded motor imagery and its components on phantom limb pain and disability in upper and lower limb amputees: a systematic review protocol
por: Limakatso, Katleho, et al.
Publicado: (2016)

A BCI System Based on Motor Imagery for Assisting People with Motor Deficiencies in the Limbs
por: Attallah, Omneya, et al.
Publicado: (2020)

A Multi-Scale Temporal Convolutional Network with Attention Mechanism for Force Level Classification during Motor Imagery of Unilateral Upper-Limb Movements
por: Sheng, Junpeng, et al.
Publicado: (2023)

Muscle-Specific Modulation of Spinal Reflexes in Lower-Limb Muscles during Action Observation with and without Motor Imagery of Walking
por: Kaneko, Naotsugu, et al.
Publicado: (2019)

Evidence of motor imagery for lower limb motor function recovery after stroke: A systematic review and meta-analysis of randomized controlled trials
por: Liu, Yibo, et al.
Publicado: (2023)

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)

Motor‐imagery ability and function of hemiplegic upper limb in stroke patients
por: Morioka, Shu, et al.
Publicado: (2019)

Virtual Reality-Guided Motor Imagery Increases Corticomotor Excitability in Healthy Volunteers and Stroke Patients
por: Im, Hyungjun, et al.
Publicado: (2016)

Facilitation of Corticospinal Excitability According to Motor Imagery and Mirror Therapy in Healthy Subjects and Stroke Patients
por: Kang, Youn Joo, et al.
Publicado: (2011)

A Multibranch of Convolutional Neural Network Models for Electroencephalogram-Based Motor Imagery Classification
por: Altuwaijri, Ghadir Ali, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_8clgoevflmltl1quqr8fqt4l3l