| Title: | OS9-4 Finding appropriate parameter voltages for driving a low-power analog silicon neuron circuit |
|---|---|
| Publication: | ICAROB2018 |
| Volume: | 23 |
| Pages: | 473-476 |
| ISSN: | 2188-7829 |
| DOI: | 10.5954/ICAROB.2018.OS9-4 |
| Author(s): | Atsuya Tange, Takashi Kohno |
| Publication Date: | February 2, 2018 |
| Keywords: | neuromorphic hardware, neuromorphic chip, silicon neurons, analog VLSI |
| Abstract: | This research focuses on a silicon neuron circuit designed utilizing a qualitative neuronal modeling approach. In this circuit, temperature, fabrication mismatch, and secondary effects of transistors cause the difference between the intended characteristics and those in the implemented circuits. Therefore, we have to tune the bias voltages for each neuron instance to realize the desired dynamical behavior after circuit implementation. We constructed an algorithm to automatically find appropriate values for the bias voltages. |
| PDF File: | https://alife-robotics.co.jp/members2018/icarob/data/html/data/OS_pdf/OS9/OS9-4.pdf |
| Copyright: | © The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/ |
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