Transformer-Based Context-Informed Incremental Learning With sDTW Alignment Unlocks Fast and Precise Regression-Based Myoelectric Control [0.03%]
基于Transformer的上下文感知增量学习与sDTW对齐解锁快速精确的回归肌电控制
Evan Campbell,Ethan Eddy,Erik Scheme
Evan Campbell
Regression-based myoelectric interfaces hold the promise of enabling intuitive proportional and simultaneous control but remain limited by calibration sensitivity, unpredictable dynamics, and inconsistent user behaviours. Temporal neural ar...
Eugenio Anselmino,Tommaso Ciapetti,Michele Piazzini et al.
Eugenio Anselmino et al.
Amputation disrupts normal gait biomechanics, reducing strength, balance, and toe clearance. These factors contribute to an increase in falls in amputees, leading to both physical injury and psychological burden. Powered and microprocessor ...
A Hybrid Covert Attention-Augmented Motor Imagery Paradigm for Brain-Computer Interfaces [0.03%]
一种用于脑机接口的混合隐蔽注意力增强式运动想象范式
Beining Cao,Yixin Guo,Yutong Tian et al.
Beining Cao et al.
Motor imagery (MI) is widely used in brain-computer interfaces (BCIs) and has been applied in neurorehabilitation to support motor recovery in stroke patients. Although numerous decoding algorithms have been developed and achieve comparable...
Structural-Functional Connectome Generation via Diffusion-Guided Graph Transformer for Alzheimer's Disease Analysis [0.03%]
基于扩散引导图变换器的结构功能连接组生成及其在阿尔茨海默病分析中的应用
Yifei Tang,Heng Kong,Hongjie Jiang et al.
Yifei Tang et al.
Brain networks can reveal abnormal structural and functional connection patterns induced by Alzheimer's Disease (AD), providing critical insights for early diagnosis and intervention. However, current brain network computation tools can onl...
E2T: EEG-to-Trajectory Transformer for Motor Imagery-Based Fully-DoF Motion Prediction [0.03%]
基于运动想象的全自由度动作预测的EEG到轨迹Transformer(E2T)
Byoung-Hee Kwon,Ji-Hoon Jeong,Seong-Whan Lee
Byoung-Hee Kwon
Brain-computer interfaces (BCIs) using electroencephalography (EEG) enable non-invasive, real-time interaction for individuals with motor impairments by decoding neural signals associated with movement intention. Although traditional classi...
Feedback-Related Dynamics of Hierarchical Error Processing in Goal-Directed Action [0.03%]
目标导向行为中分层错误处理的反馈相关动态学机制研究
Niko Kroflic,Tjasa Kunavar,Kevin De Pauw et al.
Niko Kroflic et al.
The performance monitoring system is essential for adaptive behavior and the development of brain-machine interfaces that utilize neural feedback signals. The posterior medial frontal cortex generates different error-related potentials (Err...
Cortical and Kinematic Correlates of Feedback-Based Head Stabilization During Treadmill Walking [0.03%]
基于反馈的踏车行走时头部稳定的皮质和运动相关特征
Alessandro Torchio,Fabiola Giovanna Mestanza Mattos,Marco Bove et al.
Alessandro Torchio et al.
Human motor control relies on the integration of sensory information to ensure stable and efficient movement. Augmented feedback (aFB) provides external cues that can enhance movement execution, yet little is known about its neural correlat...
Ultra-High Frequency-Low Intensity Magnetic Stimulation Enhances Functional Recovery in a Rat Model for Chronic Capsule Infarct [0.03%]
超高频低强度磁场刺激改善慢性脑梗死囊腔大鼠神经功能缺损的作用
Zohaib Atif,Junsoo Kim,Ji-Young Park et al.
Zohaib Atif et al.
Stroke causes motor and cognitive impairments. Neural stimulation techniques such as repetitive transcranial magnetic stimulation (rTMS) and transcranial direct current stimulation (tDCS) has shown promise in rehabilitating impaired neural ...
An optimized bipedal model for estimating the vertical and anteroposterior ground reaction forces during slope walking while carrying a suspended load [0.03%]
一种优化的双足模型用于估计斜坡上负重行走时垂直和前后方向上的地面反作用力
Qinhao Zhang,Wenbin Chen,Caihua Xiong
Qinhao Zhang
Ground reaction force (GRF) is a key indicator for evaluating load-suspended backpacks, which have demonstrated biomechanical and energetic advantages during level walking but have not yet been studied for slope walking. Existing bipedal wa...
Controlling Powered Prosthesis Joint Impedance Over Continuous Stance Transitions Between Walking and Stair Ascent/Descent [0.03%]
用于连续步态过渡的假肢关节阻抗控制：行走与上下楼梯之间的关系
Ross J Cortino,Shihao Cheng,Robert D Gregg
Ross J Cortino
Transition strides between level-ground walking and stairs are important parts of everyday locomotion that help maintain balance while sustaining the momentum of the user between these activities of daily living. However, most individuals w...