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相关概念视频

Introduction to Learning01:18

Introduction to Learning

478
Learning is the process of acquiring knowledge or skills through practice or experience, leading to long-lasting behavioral changes. This acquisition occurs through interaction with the environment and requires practice or experience. For instance, mastering a skill such as surfing requires considerable practice and experience, highlighting the essential role of repeated interactions with the environment in learning.
In contrast to learned behaviors, unlearned behaviors such as crying, sexual...
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Non-equilibrium in the Cell01:16

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Neuroplasticity01:01

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Neuroplasticity reflects the brain's remarkable capacity to adapt and evolve, responding dynamically to learning, experiences, or injury by reorganizing its neural circuitry. This reorganization involves creating new neural connections and refining old ones through a series of biological processes that contribute to the brain's lifelong development and adaptability.
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Long-term Potentiation01:35

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Long-term potentiation, or LTP, is one of the ways by which synaptic plasticity—changes in the strength of chemical synapses—can occur in the brain. LTP is the process of synaptic strengthening that occurs over time between pre- and postsynaptic neuronal connections. The synaptic strengthening of LTP works in opposition to the synaptic weakening of long-term depression (LTD) and together are the main mechanisms that underlie learning and memory.
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Purposive Learning01:22

Purposive Learning

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E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a...
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Free Energy and Equilibrium00:55

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The free energy change for a process may be viewed as a measure of its driving force. A negative value for ΔG represents a driving force for the process in the forward direction, while a positive value represents a driving force for the process in the reverse direction. When ΔG is zero, the forward and reverse driving forces are equal, and the process occurs in both directions at the same rate (the system is at equilibrium).
The reaction quotient, Q, is a convenient measure of the...
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Updated: Jul 25, 2025

Versatility of Protocols for Resistance Training and Assessment Using Static and Dynamic Ladders in Animal Models
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通过使用适应性材料的不平衡训练协议来学习学习.

Martin J Falk1, Jiayi Wu1, Ayanna Matthews2

  • 1Department of Physics, The University of Chicago, Chicago, IL 60637.

Proceedings of the National Academy of Sciences of the United States of America
|June 26, 2023
PubMed
概括
此摘要是机器生成的。

合成材料可以训练适应性,通过切换目标来执行多种功能. 这一策略使弹性网和异聚合物等材料能够在设计变化最小的情况下适应,从而揭示了适应性的物理原理.

关键词:
适应能力 适应能力 适应能力没有秩序的材料.设计的反向设计.培训材料 培训材料

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相关实验视频

Last Updated: Jul 25, 2025

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科学领域:

  • 材料科学 材料科学 材料科学
  • 计算科学 计算科学
  • 生物物理学的生物物理.

背景情况:

  • 生物系统进化了适应能力,在不断变化的环境中壮成长.
  • 环境敏感的材料提供了合成适应性的潜力.
  • 材料设计中的高维反向问题为实现多重功能带来了挑战.

研究的目的:

  • 制定合成材料的培训策略,以实现适应性.
  • 证明材料能够在最小的参数变化下执行不兼容的功能.
  • 探索材料适应性背后的物理原理.

主要方法:

  • 在材料设计中利用高维反向问题.
  • 使用目标切换算法来训练材料的适应性.
  • 模拟适应性弹性网络和异聚合物折叠路径.

主要成果:

  • 成功训练材料在不兼容的功能之间切换.
  • 实现了功能切换,设计参数的变化最小.
  • 确定了诸如核化控制折叠等物理原理,从而实现了适应性.

结论:

  • 一个新的训练策略使合成材料能够表现出适应性行为.
  • 最小的设计参数变化可以解锁材料中的各种功能.
  • 该方法提供了对控制材料适应性的物理机制的洞察.