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EEG motor imagery classification using deep learning approaches in naïve BCI users
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 …
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
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 …
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 …
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
Abstract Polymer Optical Fiber (POF) and Cyclic Transparent Optical Polymer (CYTOP)
based sensors present some advantages related to their light weight, flexibility, and reduced …
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
The effects of corticomuscular connectivity during object manipulation tasks with different
haptic sensations have not been quantitatively investigated. Connectivity analyses enable …
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
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 …
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 …
interaction between the cortex and muscles, plays an important role in assessing hand …
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
The cortico-spinal neural pathway is fundamental for motor control and movement
execution, and in humans it is typically studied using concurrent electroencephalography …
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 …
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 …
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
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 …
the design of rehabilitation and/or assistance strategies for populations with neuromotor …