Yu Jaehoon

ユジェフン | Yu Jaehoon

Affiliation and department：
Job title：准教授
Research theme for competitive and other funds (7)：

2022 - 2025 Ultra energy-efficient DNN accelerator based on non-product-sum-type arithmetic
2019 - 2022 Development of Deep Neural Network Accelerator Utilizing Approximate Computing
2017 - 2020 Study for Low Energy Information Sensing for IoT Devices
2016 - 2019 Hardware-oriented Algorithms and Implementation Methodology for Object Recognition
2014 - 2017 Higher Reliable Task Assignment Method for Embedded Multiprocessor

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Papers (31)：

Shungo Kumazawa, Jaehoon Yu, Kazushi Kawamura, Thiem Van Chu, Masato Motomura. Toward Improving Ensemble-Based Collaborative Inference at the Edge. IEEE Access. 2024. 12. 6926-6940
Junnosuke Suzuki, Jaehoon Yu, Mari Yasunaga, Ángel López García-Arias, Yasuyuki Okoshi, Shungo Kumazawa, Kota Ando, Kazushi Kawamura, Thiem Van Chu, Masato Motomura. Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision. IEEE Access. 2024. 12. 2057-2073
Mari Yasunaga, Junnosuke Suzuki, Masato Watanabe, Kazushi Kawamura, Thiem Van Chu, Jaehoon Yu, Masato Motomura. A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations. 2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC). 2023
Daiki OKONOGI, Satoru JIMBO, Kota ANDO, Thiem Van CHU, Jaehoon YU, Masato MOTOMURA, Kazushi KAWAMURA. A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems. IEICE Transactions on Information and Systems. 2023. E106.D. 12. 1969-1978
Masanori Hashimoto, Ángel López García-Arias, Jaehoon Yu. Bridging the Gap Between Reservoirs and Neural Networks. Photonic Neural Networks with Spatiotemporal Dynamics. 2023. 245-258

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