Physiology

A Novel Dual-Model Adaptive Continuous Learning Strategy for Wrist-sEMG Real-Time Gesture Recognition

A Novel Dual-Model Adaptive Continuous Learning Strategy for Wrist-sEMG Real-Time Gesture Recognition 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Surface electromyography (sEMG) is a promising technology for hand gesture recognition, yet faces challenges in user mobility and individual calibration. This paper introduces a novel dual-model adaptive continuous learning (DM-ACL)… read more

Investigating the Stroke- and Aging-related Changes in Intermuscular Coupling by Refined Composed Multiscale Fuzzy Entropy

Investigating the Stroke- and Aging-related Changes in Intermuscular Coupling by Refined Composed Multiscale Fuzzy Entropy 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Although the entropy algorithm is widely applied in signal complexity analysis, its stability and reliability are limited due to the existence of abnormal signal points. In order to explore the… read more

A Novel Multi-Feature Fusion Network With Spatial Partitioning Strategy and Cross-Attention for Armband-Based Gesture Recognition

A Novel Multi-Feature Fusion Network With Spatial Partitioning Strategy and Cross-Attention for Armband-Based Gesture Recognition 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Effectively integrating the time-space-frequency information of multi-modal signals from armband sensor, including surface electromyogram (sEMG) and accelerometer data, is critical for accurate gesture recognition. Existing approaches often neglect the abundant… read more

Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli

Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Affective data is the basis of emotion recognition, which is mainly acquired through extrinsic elicitation. To investigate the enhancing effects of multi-sensory stimuli on emotion elicitation and emotion recognition, we… read more
A Novel Multisensory Stimulation and Data Capture System (MADCAP) for Investigating Sensory Trajectories in Infancy

A Novel Multisensory Stimulation and Data Capture System (MADCAP) for Investigating Sensory Trajectories in Infancy

Author(s)3: Dayi Bian, Zhaobo Zheng, Amy Swanson, Amy Weitlauf, Tiffany Woynaroski, Carissa J. Cascio, Alexandra P. Key, Zachary Warren, Nilanjan Sarkar
A Novel Multisensory Stimulation and Data Capture System (MADCAP) for Investigating Sensory Trajectories in Infancy 780 540 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

         Sensory processing differences, including responses to auditory, visual, and tactile stimuli, are ideal targets for early detection of neurodevelopmental risks, such as autism spectrum disorder. However, most existing studies…

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