AIMC Topic: Movement

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Surmounting the ceiling effect of motor expertise by novel sensory experience with a hand exoskeleton.

Science robotics Jan 15, 2025
For trained individuals such as athletes and musicians, learning often plateaus after extensive training, known as the "ceiling effect." One bottleneck to overcome it is having no prior physical experience with the skill to be learned. Here, we chall...
Transcranial Magnetic Stimulation Music Humans Learning Female Young Adult Electromyography Robotics Range of Motion, Articular Adult Motor Skills Equipment Design Fingers Male Movement Hand Muscle, Skeletal Exoskeleton Device
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Squat Motion of a Humanoid Robot Using Three-Particle Model Predictive Control and Whole-Body Control.

Sensors (Basel, Switzerland) Jan 13, 2025
Squatting is a fundamental and crucial movement, often employed as a basic test during robot commissioning, and it plays a significant role in some service industries and in cases when robots perform high-dynamic movements like jumping. Therefore, ac...
Motion Movement Computer Simulation Biomechanical Phenomena Robotics Humans Algorithms
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A hybrid CNN model for classification of motor tasks obtained from hybrid BCI system.

Scientific reports Jan 8, 2025
The Hybrid-Brain Computer Interface (BCI) has shown improved performance, especially in classifying multi-class data. Two non-invasive BCI modules are combined to achieve an improved classification which are Electroencephalogram (EEG) and functional ...
Male Deep Learning Electroencephalography Brain-Computer Interfaces Movement Humans Neural Networks, Computer Adult
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Fine-Grained Fidgety Movement Classification Using Active Learning.

IEEE journal of biomedical and health informatics Jan 7, 2025
Typically developing infants, between the corrected age of 9-20 weeks, produce fidgety movements. These movements can be identified with the General Movement Assessment, but their identification requires trained professionals to conduct the assessmen...
Female Humans Infant, Newborn Algorithms Infant Male Video Recording Image Processing, Computer-Assisted Problem-Based Learning Supervised Machine Learning Movement
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Research on the movement pattern and kinematic model of the hindlegs of the water boatman.

Bioinspiration & biomimetics Jan 6, 2025
The special hindleg structure and swimming setae of a water boatman give it a high degree of maneuverability, which plays an important role in swimming. This paper used a high-speed photography platform to extract key points from videos, obtaining th...
Animals Robotics Models, Biological Biomechanical Phenomena Movement Ships Swimming Hindlimb
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Explainable quality assessment of effective aligned skeletal representations for martial arts movements by multi-machine learning decisions.

Scientific reports Jan 2, 2025
How to utilize modern technological means to provide both accurate scoring and objective feedback for martial arts movements has become an issue that needs to be addressed in the field of physical education. This study proposes an intelligent scoring...
Decision Making Athletic Performance Athletes Machine Learning Algorithms Male Movement Martial Arts Humans
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SISMIK for Brain MRI: Deep-Learning-Based Motion Estimation and Model-Based Motion Correction in k-Space.

IEEE transactions on medical imaging Jan 2, 2025
MRI, a widespread non-invasive medical imaging modality, is highly sensitive to patient motion. Despite many attempts over the years, motion correction remains a difficult problem and there is no general method applicable to all situations. We propos...
Humans Algorithms Brain Motion Artifacts Movement Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging
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A parallel CNN architecture for sport activity recognition based on minimal movement data.

Scientific reports Dec 30, 2024
Novel Human Activity Recognition (HAR) methodologies, which are built upon learning algorithms and employ ubiquitous sensors, have achieved remarkable precision in the identification of sports activities. Such progress benefits all age groups of huma...
Sports Machine Learning Movement Humans Algorithms Fourier Analysis Neural Networks, Computer Wavelet Analysis
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Human motion similarity evaluation based on deep metric learning.

Scientific reports Dec 28, 2024
In order to eliminate the impact of camera viewpoint factors and human skeleton differences on the action similarity evaluation and to address the issue of human action similarity evaluation under different viewpoints, a method based on deep metric l...
Video Recording Movement Deep Learning Image Processing, Computer-Assisted Motion Humans Neural Networks, Computer Algorithms
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Multimodal data-based human motion intention prediction using adaptive hybrid deep learning network for movement challenged person.

Scientific reports Dec 24, 2024
Recently, social demands for a good quality of life have increased among the elderly and disabled people. So, biomedical engineers and robotic researchers aimed to fuse these techniques in a novel rehabilitation system. Moreover, these models utilize...
Humans Movement Electroencephalography Electromyography Intention Neural Networks, Computer Algorithms Deep Learning
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