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深度学习产生了基于细胞的网格,在机器人技术中获得了生物启发的导航

Arturs Simkuns1, Rodions Saltanovs1, Maksims Ivanovs1

  • 1Institute of Electronics and Computer Science, 14 Dzerbenes St., LV-1006 Riga, Latvia.

Sensors (Basel, Switzerland)
|March 17, 2025
PubMed
概括

研究人员使用机器人数据训练了一个网格细胞网络,成功复制了生物空间导航模式. 这表明了电网细胞网络在开发先进移动机器人导航系统方面的潜力.

关键词:
自主系统是指自主系统.深度学习是一种深度学习.内皮层 (entorhinal cortex) 是一个内侧皮层.网格细胞是网格细胞的组成部分.机器学习是机器学习.移动机器人 移动机器人路径集成路径集成路径.经常性的神经网络.机器人导航 机器人导航 机器人导航机器人技术 机器人工程 机器人工程空间认知 空间认知

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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...