EEG motor imagery classification using deep learning approaches in naïve BCI users

CD Guerrero-Mendez, CF Blanco-Diaz… - Biomedical Physics …, 2023 - iopscience.iop.org
Abstract Motor Imagery (MI)-Brain Computer-Interfaces (BCI) illiteracy defines that not all
subjects can achieve a good performance in MI-BCI systems due to different factors related …

Artificial Intelligence Applied to Neuromotor Rehabilitation Engineering: Advances and Challenges

CD Guerrero-Mendez, CF Blanco-Díaz… - … in Biomaterials and …, 2024 - taylorfrancis.com
In recent decades, the population of people with disabilities has had an exponential growth
due to the increase in pathologies that lead to an impairment in neuromotor functioning …

[HTML][HTML] Beta-band cortico-muscular phase coherence in hemiparetic stroke

N Parmar, P Sirpal, WA Sikora, JPA Dewald… - … Signal Processing and …, 2024 - Elsevier
Following a stroke, compensation for the loss of ipsilesional corticospinal and corticobulbar
projections, results in increased reliance on contralesional motor pathways during paretic …

Fatigue test on optical fiber angle sensors based on polymeric materials for flexion–extension applications

CD Guerrero-Mendez, L De Arco, MJ Pontes… - Optical Fiber …, 2023 - Elsevier
Abstract Polymer Optical Fiber (POF) and Cyclic Transparent Optical Polymer (CYTOP)
based sensors present some advantages related to their light weight, flexibility, and reduced …

[HTML][HTML] Coupling effects of cross-corticomuscular association during object manipulation tasks on different haptic sensations

CD Guerrero-Mendez, CF Blanco-Diaz, H Rivera-Flor… - NeuroSci, 2023 - mdpi.com
The effects of corticomuscular connectivity during object manipulation tasks with different
haptic sensations have not been quantitatively investigated. Connectivity analyses enable …

Analysis of EEG rhythms during four-direction first-person reach-to-grasp kinesthetic motor imagery tasks from the same limb

CD Guerrero-Mendez, CF Blanco-Diaz… - 2023 IEEE 3rd …, 2023 - ieeexplore.ieee.org
Motor Imagery (MI) of the upper limbs has been extensively studied in the literature using
static visual cues. However, these protocols do not address movements involved in Activities …

Global synchronization of functional corticomuscular coupling under precise grip tasks using multichannel EEG and EMG signals

X Chen, T Shen, Y Hao, J Zhang, P **e - Cognitive Neurodynamics, 2024 - Springer
Functional corticomuscular coupling (FCMC), a phenomenon describing the information
interaction between the cortex and muscles, plays an important role in assessing hand …

Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios

S Ma, B Hu, T Jia, AK Clarke, B Zicher… - arxiv preprint arxiv …, 2024 - arxiv.org
The cortico-spinal neural pathway is fundamental for motor control and movement
execution, and in humans it is typically studied using concurrent electroencephalography …

Dorsal Column Spinal Cord Stimulation Attenuates Brain-Spine Connectivity through Locomotion and Visuospatial-Specific Area Activation in Progressive Freezing of …

A Zemmar, DH Aguirre-Padilla, IE Harmsen… - Stereotactic and …, 2024 - karger.com
Introduction: Freezing of gait (FOG) is a clinical phenomenon with major life impairments
and significant reduction in quality of life for affected patients. FOG is a feature of Parkinson's …

Effects on cortical rhythms produced by robotic glove assistance during motor imagery

CF Blanco-Díaz, AX González-Cely… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
In recent years, advances in Brain-Computer Interfaces (BCIs) have gained recognition for
the design of rehabilitation and/or assistance strategies for populations with neuromotor …