On the Comparison of Multilayer Perceptron and Extreme Learning Machine for Pedaling Recognition...

Decoding lower-limb kinematic parameters during pedaling tasks using deep learning approaches and EEG

CF Blanco-Diaz, CD Guerrero-Mendez… - Medical & Biological …, 2024 - Springer
Stroke is a neurological condition that usually results in the loss of voluntary control of body
movements, making it difficult for individuals to perform activities of daily living (ADLs). Brain …
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Enhancing complex upper-limb motor imagery discrimination through an incremental training strategy

CD Guerrero-Mendez, CF Blanco-Diaz… - … Signal Processing and …, 2025 - Elsevier
Abstract Motor Imagery (MI)-based Brain–Computer Interface (BCI) systems are a great
technological advance for the recovery of lost movements in people with severe motor …
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EEG-Based Multi-Class Classification for Recognizing Pedaling Velocities: A Promising Approach for Brain-Computer Interface-Enhanced Lower-Limb Robotic …

AX Gonzalez-Cely, CF Blanco-Diaz… - 2024 10th IEEE RAS …, 2024 - ieeexplore.ieee.org
Lower-limb robotic rehabilitation devices have shown promising results in restoring
functional activities of individuals with motor impairments. Motorized Mini-Exercise Bikes …
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