IEEE - Institute of Electrical and Electronics Engineers, Inc. - Adaptive Weight Quantization Method for Nonlinear Synaptic Devices

Author(s): Dongseok Kwon ; Suhwan Lim ; Jong-Ho Bae ; Sung-Tae Lee ; Hyeongsu Kim ; Chul-Heung Kim ; Byung-Gook Park ; Jong-Ho Lee
Sponsor(s): IEEE Electron Devices Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 7
ISSN (Electronic): 1557-9646
ISSN (Paper): 0018-9383
DOI: 10.1109/TED.2018.2879821
Regular:

In this paper, we propose an adaptive quantization method that can easily transfer the weights, which are trained in software network with floating point operation, to the real synaptic devices in... View More

Advertisement