A subthreshold CMOS circuit for a piecewise linear neuromorphic oscillator with current-mode low-pass filters

被引:4
|
作者
Nakada, Kazuki [1 ]
Asai, Tetsuya
Hirose, Tetsuya
Hayashi, Hatsuo
Amemiya, Yoshihito
机构
[1] Kyushu Inst Technol, Grad Sch Life Sci & Syst Engn, Fukuoka 8080196, Japan
[2] Hokkaido Univ, Grad Sch Informat Sci & Technol, Sapporo, Hokkaido 0600814, Japan
关键词
analog subthreshold CMOS circuit; current-mode implementation; neuromorphic oscillator; locomotion control; feedback loop;
D O I
10.1016/j.neucom.2006.11.026
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose an analog current-mode subthreshold CMOS circuit implementing a piecewise linear neuromorphic oscillator. Our circuit was derived from a piecewise linear oscillator model proposed by Matsuoka, well known as a building block for constructing a robot locomotion controller. We modified Matsuoka's oscillator to be suitable for analog current-mode integrated circuit implementation, and designed and fabricated it as an analog current-mode circuit. Through circuit simulations and experimental results on a fabricated chip, we demonstrate that our neuromorphic oscillator generates a stable oscillation, and the amplitude and frequency of the oscillation can be controlled by tuning bias currents over a wide range. Further, we propose a compensation for device mismatch in the neuromorphic oscillator through feedback from a coupled physical system. (c) 2007 Elsevier B.V. All rights reserved.
引用
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页码:3 / 12
页数:10
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