Nature Communications (Aug 2018)
Capacitive neural network with neuro-transistors
- Zhongrui Wang,
- Mingyi Rao,
- Jin-Woo Han,
- Jiaming Zhang,
- Peng Lin,
- Yunning Li,
- Can Li,
- Wenhao Song,
- Shiva Asapu,
- Rivu Midya,
- Ye Zhuo,
- Hao Jiang,
- Jung Ho Yoon,
- Navnidhi Kumar Upadhyay,
- Saumil Joshi,
- Miao Hu,
- John Paul Strachan,
- Mark Barnell,
- Qing Wu,
- Huaqiang Wu,
- Qinru Qiu,
- R. Stanley Williams,
- Qiangfei Xia,
- J. Joshua Yang
Affiliations
- Zhongrui Wang
- Department of Electrical and Computer Engineering, University of Massachusetts
- Mingyi Rao
- Department of Electrical and Computer Engineering, University of Massachusetts
- Jin-Woo Han
- Center for Nanotechnology, NASA Ames Research Center
- Jiaming Zhang
- Hewlett-Packard Laboratories
- Peng Lin
- Department of Electrical and Computer Engineering, University of Massachusetts
- Yunning Li
- Department of Electrical and Computer Engineering, University of Massachusetts
- Can Li
- Department of Electrical and Computer Engineering, University of Massachusetts
- Wenhao Song
- Department of Electrical and Computer Engineering, University of Massachusetts
- Shiva Asapu
- Department of Electrical and Computer Engineering, University of Massachusetts
- Rivu Midya
- Department of Electrical and Computer Engineering, University of Massachusetts
- Ye Zhuo
- Department of Electrical and Computer Engineering, University of Massachusetts
- Hao Jiang
- Department of Electrical and Computer Engineering, University of Massachusetts
- Jung Ho Yoon
- Department of Electrical and Computer Engineering, University of Massachusetts
- Navnidhi Kumar Upadhyay
- Department of Electrical and Computer Engineering, University of Massachusetts
- Saumil Joshi
- Department of Electrical and Computer Engineering, University of Massachusetts
- Miao Hu
- Hewlett-Packard Laboratories
- John Paul Strachan
- Hewlett-Packard Laboratories
- Mark Barnell
- Air Force Research Lab, Information Directorate
- Qing Wu
- Air Force Research Lab, Information Directorate
- Huaqiang Wu
- Institute of Microelectronics, Tsinghua University
- Qinru Qiu
- Department of Electrical Engineering and Computer Science, Syracuse University
- R. Stanley Williams
- Hewlett-Packard Laboratories
- Qiangfei Xia
- Department of Electrical and Computer Engineering, University of Massachusetts
- J. Joshua Yang
- Department of Electrical and Computer Engineering, University of Massachusetts
- DOI
- https://doi.org/10.1038/s41467-018-05677-5
- Journal volume & issue
-
Vol. 9,
no. 1
pp. 1 – 10
Abstract
Though memristors can potentially emulate neuron and synapse functionality, useful signal energy is lost to Joule heating. Here, the authors demonstrate neuro-transistors with a pseudo-memcapacitive gate that actively process signals via energy-efficient capacitively-coupled neural networks.
