Atsushi Ike

Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds pdf

Masafumi Yamazaki, Akihiko Kasagi, Akihiro Tabuchi, 2019, ArXiv.

An FPGA-accelerated partial image matching engine for massive media data searching systems

Yasuhiro Watanabe, Atsushi Ike, Takayuki Baba, 2016, 2016 IEEE Symposium on VLSI Circuits (VLSI-Circuits).

Speed-Up of Object Detection Neural Network with GPU

Atsushi Ike, Akira Nakagawa, Koichi Shirahata, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Memory reduction method for deep neural network training

Atsushi Ike, Koichi Shirahata, Yasumoto Tomita, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

GUNREAL: GPU-accelerated UNsupervised REinforcement and Auxiliary Learning

Atsushi Ike, Koichi Shirahata, Yasumoto Tomita, 2018 .

An Efficient Technique for Large Mini-batch Challenge of DNNs Training on Large Scale Cluster

Akihiko Kasagi, Akihiro Tabuchi, Naoto Fukumoto, 2020, HPDC.

Fast cycle estimation methodology for instruction-level emulator

Atsushi Ike, Shinya Kuwamura, Yutaka Tamiya, 2012, 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE).

An automated CNN recommendation system for image classification tasks

Satoshi Naoi, Atsushi Ike, Li Sun, 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).

Training Deep Neural Networks in 8-bit Fixed Point with Dynamic Shared Exponent Management

Atsushi Ike, Katsuhiro Yoda, Hisakatsu Yamaguchi, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).

GUNREAL: GPU-accelerated UNsupervised REinforcement and Auxiliary Learning

Atsushi Ike, Koichi Shirahata, Yasumoto Tomita, 2017, 2017 Fifth International Symposium on Computing and Networking (CANDAR).