活细胞和生物机制作为开发化学人工智能的原型
Pier Luigi Gentili1, Pasquale Stano2
1Department of Chemistry, Biology, and Biotechnology, Università degli Studi di Perugia, Perugia, Italy.
Biochemical and biophysical research communications
|May 16, 2024
概括
化学AI (CAI) 为人工智能提供了一种新的方法,使用化学在湿器中. 这项研究探讨了神经代理和合成细胞,用于新的计算和纳米医学应用.
科学领域:
- 化学 化学 化学
- 人工智能的人工智能
- 生物技术是生物技术.
背景情况:
- 人工智能 (AI) 传统上依赖于软件或硬件 (神经形态工程).
- 一种新的方法,化学AI (CAI),利用湿器中的分子,超分子和系统化学来模拟智能.
- 在开发智能系统方面,CAI提出了新的前沿.
研究的目的:
- 介绍和解释两个有前途的战略,以推进化学AI.
- 为了让非专业的受众了解CAI的潜力.
- 激发对新兴的CAI领域的兴趣.
主要方法:
- 设计和实施神经代理,利用化学或光学信号来形成网络.
- 开发各种应用的"自下而上的合成细胞".
- 在基本层面上呈现这些概念,以实现可访问性.
主要成果:
- 描述的方法提供了使用化学信号创建计算网络和微型/纳米机器人的途径.
- 合成细胞显示出在纳米医学等领域的应用潜力.
- 这项工作为CAI未来的研发奠定了基础.
结论:
- 化学AI代表了智能模拟的范式转变,超越了传统计算.
- 神经替代体和合成细胞是CAI的关键支持技术.
- 对CAI的进一步探索有望在计算,机器人和医学方面取得重大进展.
相关概念视频
Non-equilibrium in the Cell
4.4K
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...
4.4K
Synthetic Biology
4.7K
Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
Golden rice
Golden rice is a genetically modified...
4.7K
Conditions on Early Earth
91.7K
Around 4 billion years ago, oceans began to condense on earth while volcanic eruptions released nitrogen, carbon dioxide, methane, ammonia, and hydrogen into the primordial atmosphere. However, organisms with the characteristics of life were not initially present on earth. Scientists have used experimentation to determine how organisms evolved that could grow, reproduce, and maintain an internal environment.
91.7K
Introduction to Cognitive Psychology
474
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
474
Chemistry of the Cell
41.8K
The cell is chemically composed of water, organic molecules and inorganic ions.
Water
The polarity of the water molecule and its resulting hydrogen bonding makes water a unique substance with special properties that are intimately tied to the processes of life. Life originally evolved in an aqueous environment, and most of an organism’s cellular chemistry and metabolism occur inside the aqueous contents of the cell’s cytoplasm. Special properties of water are its high heat capacity...
Water
The polarity of the water molecule and its resulting hydrogen bonding makes water a unique substance with special properties that are intimately tied to the processes of life. Life originally evolved in an aqueous environment, and most of an organism’s cellular chemistry and metabolism occur inside the aqueous contents of the cell’s cytoplasm. Special properties of water are its high heat capacity...
41.8K
Overview of Cell Signaling
20.3K
Despite the protective membrane that separates a cell from the environment, cells need the ability to detect and respond to environmental changes. Additionally, cells often need to communicate with one another. Unicellular and multicellular organisms use a variety of cell signaling mechanisms to communicate with the environment.
Cells respond to many types of information, often through receptor proteins positioned on the membrane. For example, skin cells respond to and transmit touch...
Cells respond to many types of information, often through receptor proteins positioned on the membrane. For example, skin cells respond to and transmit touch...
20.3K


