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Tomoya Itsubo
Publication Activity (10 Years)
Years Active: 2019-2021
Publications (10 Years): 5
Top Topics
Deep Learning
Top Venues
IEICE Trans. Inf. Syst.
CANDAR
COOL CHIPS
Int. J. Netw. Comput.
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Publications
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Tomoya Itsubo
,
Michihiro Koibuchi
,
Hideharu Amano
,
Hiroki Matsutani
An FPGA-Based Optimizer Design for Distributed Deep Learning with Multiple GPUs.
IEICE Trans. Inf. Syst.
(12) (2021)
Masaki Furukawa
,
Tomoya Itsubo
,
Hiroki Matsutani
An In-Network Parameter Aggregation using DPDK for Multi-GPU Deep Learning.
Int. J. Netw. Comput.
11 (2) (2021)
Tomoya Itsubo
,
Michihiro Koibuchi
,
Hideharu Amano
,
Hiroki Matsutani
Accelerating Deep Learning using Multiple GPUs and FPGA-Based 10GbE Switch.
PDP
(2020)
Masaki Furukawa
,
Tomoya Itsubo
,
Hiroki Matsutani
An In-Network Parameter Aggregation using DPDK for Multi-GPU Deep Learning.
CANDAR
(2020)
Tomoya Itsubo
,
Mineto Tsukada
,
Hiroki Matsutani
Performance and Cost Evaluations of Online Sequential Learning and Unsupervised Anomaly Detection Core.
COOL CHIPS
(2019)