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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
CCS 2022-03-27
10:25
Hokkaido RUSUTSU RESORT HOTEL & CONVENTION
(Primary: On-site, Secondary: Online)
A novel hardware-oriented log-quantized optimizer for edge AI devices and their online learning
Tatsuya Kaneko, Yoshiharu Yamagishi, Hiroshi Momose, Tetsuya Asai (Hokkaido Univ.) CCS2021-39
In recently, the concept of training neural networks (NN) at the edge has attracted much attention.
Updating parameters... [more]
CCS2021-39
pp.19-24
NLP, NC
(Joint)
2020-01-24
13:50
Okinawa Miyakojima Marine Terminal Ternarized Backpropagation for Edge AI and its FPGA Implementation
Tatsuya Kaneko, Yoshiharu Yamagishi, Hiroshi Momose, Tetsuya Asai (Hokkaido Univ.) NLP2019-95
In recent years there has been growing more interest in machine/deep learning.
As following this movement, many types ... [more]
NLP2019-95
pp.53-58
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