Amoeba-inspired computing architecture implemented using charge dynamics in parallel capacitance network
Amoeba-inspired computing architecture implemented using charge dynamics in parallel capacitance network
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DOI：
10.1063/1.4826143
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发表时间：
2013-10-14
影响因子：
4
通讯作者：
Naruse, Makoto
中科院分区：
文献类型：
--
作者：
Kasai, Seiya;Aono, Masashi;Naruse, Makoto
我们提出了一个电子系统，用于实现一个生物启发的计算架构，称为“变形虫启发计算”，用于解决计算要求高的问题。该系统由一个并联电容网络组成。的时空动态的变形虫生物体表现出复杂的能力，探索解决方案的空间是模仿使用动态充电下的电荷守恒的电容器。该系统用于解决一个四变量约束满足问题（CSP）的实例实现使用电子电路模拟器，它成功地找到解决方案。我们还发现，电子设备中固有的小波动可以用来探索解决方案空间。(C)2013 AIP Publishing LLC.
We propose an electronic system for implementing a biologically inspired computing architecture, called "amoeba-inspired computing," for solving computationally demanding problems. The system consists of a parallel capacitance network. The spatiotemporal dynamics of an amoeboid organism exhibiting the sophisticated ability of exploring a solution space is mimicked using dynamics in charging the capacitors under charge conservation. The system for solving an instance of a four-variable constraint satisfaction problem (CSP) is implemented using an electronic circuit simulator, which successfully finds solutions. We also found that small fluctuations inherently involved in electronic devices can be used to explore solution space. (C) 2013 AIP Publishing LLC.