Highly Reliable Inference System of Neural Networks Using Gated Schottky Diodes

Highly Reliable Inference System of Neural Networks Using Gated Schottky Diodes

An inference system using gated Schottky diode (GSD) is proposed for highly reliable hardware-based neural networks (HNNs). We explain the characteristics of the GSD and present circuits that take into account the characteristics of the device. The reverse current of the GSD, which is the synaptic c...

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Bibliographic Details
Main Authors: Suhwan Lim, Dongseok Kwon, Jai-Ho Eum, Sung-Tae Lee, Jong-Ho Bae, Hyeongsu Kim, Chul-Heung Kim, Byung-Gook Park, Jong-Ho Lee
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Journal of the Electron Devices Society
Subjects:
Neuromorphic
synaptic device
gated Schottky diodes
hardware-based neural networks
inference system
Online Access:https://ieeexplore.ieee.org/document/8698892/

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