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智能物质的出现
C Kaspar1, B J Ravoo2,3, W G van der Wiel1,4
1Institute of Physics, University of Münster, Münster, Germany.
Nature
|June 17, 2021
概括
人工智能 (AI) 驱动着由大脑启发的新型计算. 研究人员正在开发"智能物质"以实现分散的,类似大脑的信息处理和适应性系统.
科学领域:
- 神经科学与计算机科学
- 材料科学
- 机器人技术
背景情况:
- 人类大脑在识别模式等认知任务中的效率激发了新的计算范式.
- 分散的神经形态计算旨在利用分布式系统模仿大脑的大规模并行性.
- 一个长期的愿景包括创造能够学习和分布式信息处理的智能物质.
研究的目的:
- 通过神经形态计算原理开发智能物质的进展.
- 在各种物质系统中探索智能物质的实现.
- 突出适应性系统和分散计算中的应用.
主要方法:
- 对智能物质的分子,软和固态材料的当前研究进行审查.
- 对以自然为灵感的信息处理和分散计算方法进行分析.
- 对人工智能和神经形态工程的进步进行检查.
主要成果:
- 在创造具有基本智能特征的材料方面取得了进展.
- 智能物质可能与环境相互作用,并适应其信息存储结构.
- 为了神经形态应用,正在探索多种材料系统.
结论:
- 智能物质的发展是大脑启发的计算的一个关键步骤.
- 未来的应用包括自适应的人造皮肤,软机器人和真正分布的神经形态系统.
- 这一跨学科领域融合了人工智能,材料科学和神经科学,
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