Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Metabolic Rate01:25

Metabolic Rate

518
The human body is a powerhouse of energy, with every cell performing numerous functions that require energy. This energy production and consumption is measured by the metabolic rate, which quantifies the total heat generated by all the body's chemical reactions and mechanical work. This measurement helps to determine the rate of kilocalorie (kcal) consumption needed to fuel all ongoing activities.
The Basal Metabolic Rate (BMR) measures the energy expended at rest.
Several factors influence...
518
Efficiency of The Carnot Cycle01:16

Efficiency of The Carnot Cycle

2.8K
The hypothetical Carnot cycle consists of an ideal gas subjected to two isothermal and two adiabatic processes. Since the internal energy of an ideal gas depends only on its temperature, which is the same before and after the completion of the Carnot cycle, there is no change in its internal energy. Hence, using the first law of thermodynamics, the total heat exchanged by the ideal gas equals the total work done. Thus, we can quantify the efficiency of the Carnot cycle via the heat exchanged...
2.8K
One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation01:24

One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation

726
This lesson introduces two critical methods in pharmacokinetics, the Wagner-Nelson and Loo-Riegelman methods, used for estimating the absorption rate constant (ka) for drugs administered via non-intravenous routes. The Wagner-Nelson method relates ka to the plasma concentration derived from the slope of a semilog percent unabsorbed time plot. However, it is limited to drugs with one-compartment kinetics and can be impacted by factors like gastrointestinal motility or enzymatic degradation.
On...
726
Energy Budgets00:51

Energy Budgets

9.7K
Organisms must balance energy intake with the energy required for growth, maintenance and reproduction. These trade-offs result in a variety of survivorship and reproductive strategies, including semelparity and iteroparity. Semelparous species, like annual plants, have only one reproductive episode in their lifetimes and consequently have short lifespans. Iteroparous species, by contrast, have many reproductive events during their lifetimes but have relatively few offspring. These two...
9.7K
Mechanical Efficiency of Real Machines01:14

Mechanical Efficiency of Real Machines

876
The mechanical efficiency of a machine is a fundamental concept that describes how effectively a machine can convert input work into output work. According to this concept, the efficiency of a machine is equal to the ratio of the output work to the input work. An ideal machine, meaning a machine that has no energy losses, has an efficiency of one. This implies that the input work and the output work are equal.
However, in reality, no machine can be truly ideal, and all of them experience some...
876
What are Estimates?01:06

What are Estimates?

5.4K
It isn't easy to measure a parameter such as the mean height or the mean weight of a population. So, we draw samples from the population and calculate the mean height or mean weight of the individuals in the sample. This sample data acts as a representative measure of the population parameter. These sample statistics are known as estimates. 
The estimate for the mean of a sample is denoted by ͞x, whereas the mean of the population is designated as μ. Further, parameters such...
5.4K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Medium-adaptive wideband near-field antenna for microwave detection of internal cavities in plant stems.

Scientific reports·2026
Same author

Management and outcomes of post-myocardial infarction left ventricular pseudoaneurysm: A case-level systematic review.

Critical pathways in cardiology·2026
Same author

Leveraging anteroposterior force oscillations to assist walking.

Scientific reports·2026
Same author

Impact of a Culturally Adapted Intervention on Early Childhood Caries Among Immigrants-A Cluster-Randomised Trial.

Community dentistry and oral epidemiology·2026
Same author

When One Gland Speaks First: Autoimmune Polyendocrinopathy Syndrome Type 1 (APS-1) Unmasked by Isolated Hypoparathyroidism.

Cureus·2026
Same author

A Robotic Assistance With Specialized Timing Improves Motor Performance: Implications for Movement Training.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026

相关实验视频

Updated: Sep 16, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
09:47

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

1.3K

从使用自动编码器和扩展器网络的步骤平均数据中估计步骤内代谢成本.

Manal Mustafa1, Alex C Dzewaltowski2,3, Philippe Malcolm2

  • 1Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE, United States.

Frontiers in bioengineering and biotechnology
|July 7, 2025
PubMed
概括

研究人员开发了新的神经网络方法来估计步行.

关键词:
生物力学 生物力学能源学 能源学 能源学机器学习是机器学习.系统识别系统识别走路走路,走路走路,走路走路.

更多相关视频

Determining the Contribution of the Energy Systems During Exercise
11:15

Determining the Contribution of the Energy Systems During Exercise

Published on: March 20, 2012

41.8K
Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
11:18

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks

Published on: March 2, 2015

10.4K

相关实验视频

Last Updated: Sep 16, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
09:47

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

1.3K
Determining the Contribution of the Energy Systems During Exercise
11:15

Determining the Contribution of the Energy Systems During Exercise

Published on: March 20, 2012

41.8K
Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
11:18

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks

Published on: March 2, 2015

10.4K

科学领域:

  • 生物力学 生物力学
  • 计算建模计算建模
  • 机器学习是机器学习.

背景情况:

  • 老龄化会使行走的氧气消耗增加30%以上,损害运动能力,导致身体退化.
  • 在步行过程中代谢成本增加的根本原因尚未完全理解.
  • 目前的运动捕捉系统无法直接测量步行周期内的代谢成本波动.

研究的目的:

  • 使用神经网络方法从平均值计算代谢成本时间序列.
  • 调查自动编码器 (AEs) 和扩展器对此任务的有效性.
  • 为了应对表征阶段内代谢成本波动的挑战.

主要方法:

  • 开发了两个神经网络模型,即自编码器 (AEs) 和扩展器,用于将平均代谢成本映射到时间序列.
  • 网络使用计算机行走模型进行训练,模拟35次机器人干扰下的步态.
  • 模型验证是使用未被扰乱的步态周期的估计代谢成本进行的.

主要成果:

  • 没有绑定权重的扩展器和AE在非线性激活函数中表现最好.
  • 有关权重的AE在线激活函数中表现最好.
  • 扩展器在估计代谢成本时间序列方面出乎意料地表现优于AE.

结论:

  • 神经网络方法,特别是扩展器,可以有效地从平均值计算代谢成本时间序列.
  • 这种方法为估计阶段内代谢成本波动提供了潜在的解决方案.
  • 未来的工作重点是克服对初始培训的时间序列的依赖.