Design Method for an LUT Network-Based CNN with a Sparse Local Convolution. - Naoto Soga; Hiroki Nakahara (FPT, 2020)

Fast Monocular Depth Estimation on an FPGA. - Youki Sada; Naoto Soga; Masayuki Shimoda; Akira Jinguji; Shimpei Sato; Hiroki Nakahara (IPDPS Workshops, 2020)

A Table Look-Up Based Ternary Neural Network Processor. - Yuta Suzuki; Naoto Soga; Shimpei Sato; Hiroki Nakahara (ISMVL, 2020)

A High-Throughput Detection Circuit based on 2q+1-Valued Deep Neural Networks. - Naoto Soga; Ryosuke Kuramochi; Hiroki Nakahara (ISMVL, 2021)

Energy-Efficient ECG Signals Outlier Detection Hardware Using a Sparse Robust Deep Autoencoder. - Naoto Soga; Shimpei Sato; Hiroki Nakahara (IEICE Trans. Inf. Syst., 2021)