Hodgkin-Huxley Neuron and FPAA Dynamics

被引:25
|
作者
Natarajan, Aishwarya [1 ]
Hasler, Jennifer [1 ]
机构
[1] Georgia Inst Technol, Dept Elect & Comp Engn, Atlanta, GA 30332 USA
关键词
Floating gates; field programmable analog array (FPAA); ion channels; neurons; ANALOG INTEGRATED-CIRCUITS; SILICON NEURON; SPIKING NEURONS; PARAMETER-ESTIMATION; MODEL; IMPLEMENTATION; SYSTEM; VLSI; SIMULATION; NETWORKS;
D O I
10.1109/TBCAS.2018.2837055
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present the experimental silicon results on the dynamics of a Hodgkin-Huxley neuron implemented on a reconfigurable platform. The circuit has been inspired by the similarity between biology and silicon, by modeling ion channels and their time constants. Another significant motivation behind this paper is to make the system available to circuit designers as well as users in the neuroscience community. The open-source tool infrastructure and a remote system ease the accessibility of our system to a number of users. We demonstrate the reproducibility of the results by replicating the dynamics across different boards along with responses from different inputs and with different parameters. The reconfigurability enables one to make use of a single primary design to obtain a variety of results. The measurements are taken from the system compiled on a field programmable analog array fabricated on a 350-nm process.
引用
收藏
页码:918 / 926
页数:9
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