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相关概念视频

Responses to Heat and Cold Stress02:45

Responses to Heat and Cold Stress

14.8K
Every organism has an optimum temperature range within which healthy growth and physiological functioning can occur. At the ends of this range, there will be a minimum and maximum temperature that interrupt biological processes.
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Cold Weather Concreting01:27

Cold Weather Concreting

384
When freshly poured concrete is exposed to freezing temperatures before it has set, the water within the concrete can freeze. This expansion disrupts the setting process, delays chemical reactions necessary for hardening, and increases the volume of pores within the hardened concrete, which weakens its overall structure. If the concrete manages to reach an appreciable strength before it freezes, the damage can be somewhat mitigated.
To counteract the negative impacts of cold weather, ensuring...
384
Masonry in Cold and Hot Weather Conditions01:21

Masonry in Cold and Hot Weather Conditions

348
In cold weather, masonry construction requires specific precautions to ensure mortar does not freeze before curing, as this can significantly weaken its strength and watertightness. Mortar temperature should be maintained between 60°F and 80°F to support proper hydration and curing. Below 40°F, mortar water must be heated, but should not exceed 120°F as high temperatures can reduce mortar's compressive and bond strength.
Other key practices include keeping masonry units...
348
Antiepileptic Drugs: Modulators of Neurotransmitter Release Mediated by SV2A Protein01:20

Antiepileptic Drugs: Modulators of Neurotransmitter Release Mediated by SV2A Protein

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Antiepileptic drugs, such as levetiracetam (Keppra) and brivaracetam (Briviact), have emerged as crucial tools in managing epilepsy. These medications exert their therapeutic effects by targeting the synaptic vesicle protein SV2A, a transmembrane glycoprotein primarily found in the brain.
SV2A is a transmembrane glycoprotein located predominantly in the brain, modulating the release of neurotransmitters for neuronal communication. Both levetiracetam and brivaracetam exhibit a high affinity for...
910
Meristems and Plant Growth02:36

Meristems and Plant Growth

49.5K
Plants grow throughout their lives; this is called indeterminate growth, and it distinguishes plants from most animals. Although certain parts of plants stop growing (e.g., leaves and flowers), others grow continuously—like roots and stems.
49.5K
Initiation of Translation02:33

Initiation of Translation

39.0K
Initiating translation is complex because it involves multiple molecules. Initiator tRNA, ribosomal subunits, and eukaryotic initiation factors (eIFs) are all required to assemble on the initiation codon of mRNA. This process consists of several steps that are mediated by different eIFs.
First, the initiator tRNA must be selected from the pool of elongator tRNAs by eukaryotic initiation factor 2 (eIF2). The initiator tRNA (Met-tRNAi) has conserved sequence elements including modified bases at...
39.0K

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相关实验视频

Updated: Feb 5, 2026

An Alternative to the Traditional Cold Pressor Test: The Cold Pressor Arm Wrap
09:16

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寻找调节用于冷启动建议的搜索

Shiguang Wu, Yaqing Wang, Quanming Yao

    IEEE transactions on pattern analysis and machine intelligence
    |February 3, 2026
    PubMed
    概括

    ColdNAS和ColdNAS+使用神经架构搜索自动设计超级网络的调制结构,为新用户改进个性化的建议和疾病基因预测.

    科学领域:

    • 人工智能的人工智能
    • 机器学习 机器学习
    • 推系统是一个推系统.

    背景情况:

    • 为冷启动用户提供个性化的建议,而互动数据有限,这是一项挑战.
    • 超级网络将用户历史记录映射到调节预测因子的参数上,实现最先进的结果.
    • 目前的方法缺乏设计调制结构的一般方法.

    研究的目的:

    • 开发一种通用,数据驱动的方法,用于设计基于超级网络的推系统中的调制结构.
    • 通过神经架构搜索自动选择调制函数及其位置.

    主要方法:

    • 建议ColdNAS:一个象征性搜索空间,用于高效的一次性神经架构搜索.
    • 拟议的ColdNAS+:扩展搜索空间,用于调制功能的神经网络和两阶段脱的随机搜索算法.
    • 应用于推系统和疾病基因关联预测的方法.

    主要成果:

    • 科尔德NAS和科尔德NAS+显著优于手工设计的冷启动技术.
    • 发现最佳调制函数在数据集和指标之间有所不同,验证了数据驱动方法.
    • 证明了对超出推范围的冷启动任务的概括性,例如疾病基因预测.

    结论:

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    • 神经架构搜索为设计超级网络调制结构提供了一种有效和可通用的方法.
    • 自动化调制结构设计对于优化冷启动场景中的性能至关重要.
    • 拟议的ColdNAS和ColdNAS+框架为个性化建议和其他冷启动预测任务提供了强大的解决方案.