論文

査読有り
2011年

Analog CMOS circuit implementation of a system of pulse-coupled oscillators for spike-based computation

Proceedings - IEEE International Symposium on Circuits and Systems
  • Kenji Matsuzaka
  • ,
  • Kazuki Nakada
  • ,
  • Takashi Morie

開始ページ
2849
終了ページ
2852
記述言語
英語
掲載種別
研究論文(国際会議プロシーディングス)
DOI
10.1109/ISCAS.2011.5938199

In this paper, we propose analog CMOS circuit implementation of a system of coupled phase oscillators with pulse coupling for spiking neural networks. We have designed and fabricated a CMOS circuit that achieves the dynamics of pulse-coupled oscillators using TSMC 0.25-m CMOS technology. In our circuit, oscillator circuits with continuous-time operation interact with each other via a pulse at each firing time. We demonstrate experimentally that the circuit exhibits in- and anti-phase as well as out-of-phase synchronization. Such properties are essential for spike-based computation in neuromorphic systems. © 2011 IEEE.

リンク情報
DOI
https://doi.org/10.1109/ISCAS.2011.5938199
ID情報
  • DOI : 10.1109/ISCAS.2011.5938199
  • ISSN : 0271-4310
  • SCOPUS ID : 79960856462

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