Training

Characterizing Two Hybrid Exercise-Cognitive Training Interventions With Neurophysiological and Behavioral Indexes in Post-Stroke Patients With Cognitive Dysfunction: A Randomized Controlled Trial
Characterizing Two Hybrid Exercise-Cognitive Training Interventions With Neurophysiological and Behavioral Indexes in Post-Stroke Patients With Cognitive Dysfunction: A Randomized Controlled Trial 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Combined exercise and cognitive training have been evidenced to be effective in cognitive and physical functions in post-stroke survivors. Recent interest has gradually shifted to technology-aided cognitive rehabilitation. However, clear… read more

Identification of Spared and Proportionally Controllable Hand Motor Dimensions in Motor Complete Spinal Cord Injuries Using Latent Manifold Analysis
Identification of Spared and Proportionally Controllable Hand Motor Dimensions in Motor Complete Spinal Cord Injuries Using Latent Manifold Analysis 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
The loss of bilateral hand function is a debilitating challenge for millions of individuals that suffered a motor-complete spinal cord injury (SCI). We have recently demonstrated in eight tetraplegic individuals… read more

UCLN: Toward the Causal Understanding of Brain Disorders With Temporal Lag Dynamics
UCLN: Toward the Causal Understanding of Brain Disorders With Temporal Lag Dynamics 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Resting-state functional magnetic resonance imaging (rs-fMRI) has emerged as a powerful tool for exploring interactions among brain regions. A growing body of research is actively investigating various computational approaches for… read more

Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction
Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Vibration exercise (VE) has shown promising results for improving muscle strength and power performance when superimposed on high-level muscle contraction. However, low-level contraction may be more preferable in many rehabilitation… read more

An Ensemble Learning Algorithm for Cognitive Evaluation by an Immersive Virtual Reality Supermarket
An Ensemble Learning Algorithm for Cognitive Evaluation by an Immersive Virtual Reality Supermarket 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Early screening for Mild Cognitive Impairment (MCI) is crucial in delaying cognitive deterioration and treating dementia. Conventional neuropsychological tests, commonly used for MCI detection, often lack ecological validity due to… read more

Continuous Short-Term Pain Assessment in Temporomandibular Joint Therapy Using LSTM Models Supported by Heat-Induced Pain Data Patterns
Continuous Short-Term Pain Assessment in Temporomandibular Joint Therapy Using LSTM Models Supported by Heat-Induced Pain Data Patterns 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
This study aims to design a time-continuous pain level assessment system for temporomandibular joint therapy. Our objectives cover verifying literature suggestions on pain stimulus, protocols for collecting reference data, and… read more

Restoring of Interhemispheric Symmetry in Patients With Stroke Following Bilateral or Unilateral Robot-Assisted Upper-Limb Rehabilitation: A Pilot Randomized Controlled Trial
Restoring of Interhemispheric Symmetry in Patients With Stroke Following Bilateral or Unilateral Robot-Assisted Upper-Limb Rehabilitation: A Pilot Randomized Controlled Trial 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Bilateral robotic rehabilitation has proven helpful in the recovery of upper limb motor function in patients with stroke, but its effects on the cortical reorganization mechanisms underlying recovery are still… read more

Performance of a Novel Muscle Synergy Approach for Continuous Motion Estimation on Untrained Motion
Performance of a Novel Muscle Synergy Approach for Continuous Motion Estimation on Untrained Motion 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
When applying continuous motion estimation (CME) model based on sEMG to human-robot system, it is inevitable to encounter scenarios in which the motions performed by the user are different from… read more

Improving Human Activity Recognition With Wearable Sensors Through BEE: Leveraging Early Exit and Gradient Boosting
Improving Human Activity Recognition With Wearable Sensors Through BEE: Leveraging Early Exit and Gradient Boosting 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Early-exiting has recently provided an ideal solution for accelerating activity inference by attaching internal classifiers to deep neural networks. It allows easy activity samples to be predicted at shallower layers,… read more

Characterizing the Effects of Adding Virtual and Augmented Reality in Robot-Assisted Training
Characterizing the Effects of Adding Virtual and Augmented Reality in Robot-Assisted Training 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Extended reality (XR) technology combines physical reality with computer synthetic virtuality to deliver immersive experience to users. Virtual reality (VR) and augmented reality (AR) are two subdomains within XR with… read more
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