Fast cycle estimation methodology for instruction-level emulator. - David Thach; Yutaka Tamiya; Shinya Kuwamura; Atsushi Ike (DATE, 2012)

Memory reduction method for deep neural network training. - Koichi Shirahata; Yasumoto Tomita; Atsushi Ike (MLSP, 2016)

An FPGA-accelerated partial image matching engine for massive media data searching systems. - Takashi Shimizu; Yasumoto Tomita; Hidetoshi Matsumura; Masahiko Sugimura; Hironobu Yamasaki; David Thach; Takashi Miyoshi; Takayuki Baba; Yasuhiro Watanabe; Atsushi Ike (VLSI Circuits, 2016)

An Automated CNN Recommendation System for Image Classification Tasks. - Song Wang 007; Li Sun 007; Wei Fan 005; Jun Sun 004; Satoshi Naoi; Koichi Shirahata; Takuya Fukagai; Yasumoto Tomita; Atsushi Ike (CoRR, 2016)

An automated CNN recommendation system for image classification tasks. - Song Wang 007; Li Sun 007; Wei Fan 005; Jun Sun 004; Satoshi Naoi; Koichi Shirahata; Takuya Fukagai; Yasumoto Tomita; Atsushi Ike; Tetsutaro Hashimoto (ICME, 2017)

Speed-Up of Object Detection Neural Network with GPU. - Takuya Fukagai; Kyosuke Maeda; Satoshi Tanabe; Koichi Shirahata; Yasumoto Tomita; Atsushi Ike; Akira Nakagawa (ICIP, 2018)

GUNREAL: GPU-accelerated UNsupervised REinforcement and Auxiliary Learning. - Koichi Shirahata; Youri Coppens; Takuya Fukagai; Yasumoto Tomita; Atsushi Ike (Int. J. Netw. Comput., 2018)

Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds. - Masafumi Yamazaki; Akihiko Kasagi; Akihiro Tabuchi; Takumi Honda; Masahiro Miwa; Naoto Fukumoto; Tsuguchika Tabaru; Atsushi Ike; Kohta Nakashima (CoRR, 2019)

An Efficient Technique for Large Mini-batch Challenge of DNNs Training on Large Scale Cluster. - Akihiko Kasagi; Akihiro Tabuchi; Masafumi Yamazaki; Takumi Honda; Masahiro Miwa; Naoto Fukumoto; Tsuguchika Tabaru; Atsushi Ike; Kohta Nakashima (HPDC, 2020)

Training Deep Neural Networks in 8-bit Fixed Point with Dynamic Shared Exponent Management. - Hisakatsu Yamaguchi; Makiko Ito; Katsuhiro Yoda; Atsushi Ike (DATE, 2021)