Image-Classifier Deep Convolutional Neural Network Training by 9-bit Dedicated Hardware to Realize Validation Accuracy and Energy Efficiency Superior to the Half Precision Floating Point Format. - Shin-ichi O'Uchi; Hiroshi Fuketa; Tsutomu Ikegami; Wakana Nogami; Takashi Matsukawa; Tomohiro Kudoh; Ryousei Takano (ISCAS, 2018)

Optimizing Weight Value Quantization for CNN Inference. - Wakana Nogami; Tsutomu Ikegami; Shin-ichi O'Uchi; Ryousei Takano; Tomohiro Kudoh (IJCNN, 2019)

Perturbative GAN: GAN with Perturbation Layers. - Yuma Kishi; Tsutomu Ikegami; Shin-ichi O'Uchi; Ryousei Takano; Wakana Nogami; Tomohiro Kudoh (CoRR, 2019)