Kenji Tanaka

Scalable reservoir computing on coherent linear photonic processor

M. Nakajima, Kenji Tanaka, Toshikazu Hashimoto · Communications Physics · 2021 · 177 citations · Full text

Reservoir Computer, Engineering, Neural Networks (Machine Learning) +21

Physical deep learning with biologically inspired training method: gradient-free approach for physical hardware

M. Nakajima, Katsuma Inoue, Kenji Tanaka et al. · Nature Communications · 2022 · 99 citations · Full text

Selection of Import Vectors via Binary Particle Swarm Optimization and Cross-Validation for Kernel Logistic Regression

Kenji Tanaka, Takio Kurita, Tohru Kawabe · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks · 2007 · 24 citations

Artificial Intelligence, Engineering, Machine Learning +16

A 0.25–27-Gb/s PAM4/NRZ Transceiver With Adaptive Power CDR and Jitter Analysis

Yoshihide Komatsu, Akinori Shinmyo, Shuji Kato et al. · IEEE Journal of Solid-State Circuits · 2019 · 14 citations

Low-power Electronics, Engineering, Clock Recovery +11

Communication-Efficient Distributed Deep Learning with GPU-FPGA Heterogeneous Computing

Kenji Tanaka, Yuki Arikawa, Tsuyoshi Ito et al. · 2020 · 11 citations