Neuromuscular Control With Forward Dynamic Approximation In Human Arm

Thomas, Jan; Vinupritha, P.; D, Kathirvelu

doi:10.13005/bpj/1183

Cited by 2 publications

(3 citation statements)

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“…By using an artificial neural network (ANN), more hidden layers are used to learn a specific task,. Thomas et al proposed a method to understand the representation of neuromuscular control in the central nervous system as a representation of the motor plan ultimately executed by the spine [ 6 ]. In this paper, Yang et al proposed a new neural network-based controller for the problem of calf limb motion tracking inherent in neuromuscular electrical stimulation systems.…”

Section: Related Workmentioning

confidence: 99%

[Retracted] Influence of Sports Biomechanics on Martial Arts Sports and Comprehensive Neuromuscular Control under the Background of Artificial Intelligence

Zhang

et al. 2022

Contrast Media & Molecular Imaging

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Neuromuscular control refers to the reflexes of nerves that affect muscle balance and function. In addition, there are interactions between joint structure, muscle function, and the central nervous system. In the integration with other intelligent control methods and optimization algorithms, such as fuzzy control/expert verification and genetic algorithm, it provides nonparametric object models, optimization parameters, reasoning models, and fault diagnosis. The central nervous system is the main research object of neuromuscular control. Martial arts often cause injuries or affect the progress of martial arts because of some irregular movements. Chinese traditional martial arts is another name for “martial arts” in the late Qing Dynasty in China. It is mainly reflected in the individual’s application and attainments in martial arts traditional teaching methods and personal cultivation. Therefore, this paper proposes an analysis of the influence of sports biomechanics on martial arts sports and comprehensive neuromuscular control in the context of artificial intelligence. In this paper, the specific research of Wushu sports is carried out mainly in two aspects: sports biomechanics and neuromuscular control. It uses a variety of algorithms, successively using particle swarm algorithm, neural network structure, fitness function, and so on. This paper compares and analyzes their accuracy and then selects the optimal algorithm. It then conducts experimental research on the martial arts movements of professional martial arts Sanda players. The final experimental conclusion shows that, regarding lower limb selective response time and the middle left lower limb prereaction time (L-PMT) of the elite athlete group and the ordinary athlete group, the average movement value of the elite group of 2.336 is significantly greater than that of the ordinary group of 1.938. This shows that, within a certain range, the larger the knee angle and the smaller the hip angle, the stronger the ability to buffer the impact of the ground, without causing greater damage to the muscles and joints.

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Section: Related Workmentioning

confidence: 99%

[Retracted] Influence of Sports Biomechanics on Martial Arts Sports and Comprehensive Neuromuscular Control under the Background of Artificial Intelligence

Zhang

et al. 2022

Contrast Media & Molecular Imaging

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“…These scaffolds were prepared using emulsion freeze-drying, [153] phase separation, [154] electrospinning, [149] and 3D printing. [152] Third, h-BN can form a biocomposite coating through strong interface bonding with hydroxyapatite, [155,156] gelatin, [157] etc., which enhances bone tissue healing and bone formation. Yoo et al used hyperbranched polyglycerol (HPG) to functionalize BNNS and gelatin to synthesize an artificial pearl layered material (HPG-g-BNNS), which shows excellent mechanical strength similar to human cortical bone with the biological activity to induce cell differentiation.…”

Section: Othersmentioning

confidence: 99%

“…These scaffolds were prepared using emulsion freeze‐drying, [153] phase separation, [154] electrospinning, [149] and 3D printing [152] . Third, h‐BN can form a biocomposite coating through strong interface bonding with hydroxyapatite, [155,156] gelatin, [157] etc., which enhances bone tissue healing and bone formation. Yoo et al.…”

Section: Biomedical Applicationsmentioning

confidence: 99%

Hexagonal boron nitride nanomaterials for biomedical applications

Wang,

Long,

Deng

et al. 2024

BMEMat

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Hexagonal boron nitride (h‐BN) nanomaterials are a rising star in the field of biomedicine. This review presents an overview of the progress in h‐BN nanomaterials for biological applications. It begins with a general introduction of the structural characteristics of h‐BN, followed by the brief introduction of its physical and chemical properties, including thermal, band and mechanical properties, chemical reactivity, biodegradability and biocompatibility, then emphasizes on the recent progress in the biomedical applications including drug delivery, boron neutron capture therapy (BNCT), bioimaging and nanozyme, and ends with the challenges and perspectives related to the biomedical applications. The advantages of BN nanomaterials used for biomedical applications were analyzed, and their problems were also discussed, inspiring the future rational designs of the BN nanomedicines.

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Neuromuscular Control With Forward Dynamic Approximation In Human Arm

Cited by 2 publications

References 0 publications

[Retracted] Influence of Sports Biomechanics on Martial Arts Sports and Comprehensive Neuromuscular Control under the Background of Artificial Intelligence

[Retracted] Influence of Sports Biomechanics on Martial Arts Sports and Comprehensive Neuromuscular Control under the Background of Artificial Intelligence

Hexagonal boron nitride nanomaterials for biomedical applications

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