Thermodynamically equivalent silicon models of voltage-dependent ion channels

被引:31
作者
Hynna, Kai M. [1 ]
Boahen, Kwabena [1 ]
机构
[1] Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USA
关键词
D O I
10.1162/neco.2007.19.2.327
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We model ion channels in silicon by exploiting similarities between the thermodynamic principles that govern ion channels and those that govern transistors. Using just eight transistors, we replicate-for the first time in silicon-the sigmoidal voltage dependence of activation (or inactivation) and the bell-shaped voltage-dependence of its time constant. We derive equations describing the dynamics of our silicon analog and explore its flexibility by varying various parameters. In addition, we validate the design by implementing a channel with a single activation variable. The design's compactness allows tens of thousands of copies to be built on a single chip, facilitating the study of biologically realistic models of neural computation at the network level in silicon.
引用
收藏
页码:327 / 350
页数:24
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