Affiliation
Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems
Job
Specially Appointed Professor
E-mail
Laboratory
2-4 Hibikino, Wakamatsu-ku, Kitakyushu-shi, Fukuoka
External link
NOMURA Osamu
Scopus Paper Info
Total Paper Count: 0 Total Citation Count: 0 h-index: 2
Research Interests
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Neural networks
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Spiking neural networks
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Neuromorphic computing
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Reservoir computing
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LSI
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Analog computing
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ロボットシステム
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AI
Research Areas
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Life Science / Cognitive and brain science
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Informatics / Robotics and intelligent system
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Informatics / Intelligent robotics
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Informatics / Intelligent informatics
Degree
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東京工業大学 - 博士（理学） 2020.03
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九州工業大学 - 博士（工学） 2006.03
Biography in Kyutech
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2021.08
Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Department of Human Intelligence Systems Specially Appointed Professor
Academic Society Memberships
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Society of International Symposium on Neuromorphic AI Hardware Japan
Papers
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Efficient Repetition Coding for Deep Learning Towards Implementation Using Emerging Non-volatile Memory with Write-errors Reviewed
Ninnart Fuengfusin , Hakaru Tamukoh, Yuichiro Tanaka, Osamu Nomura, Takashi Morie
International Joint Conference on Neural Networks (IJCNN2023) 2023.06
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FPGA Implementation of a Chaotic Boltzmann Machine Annealer Reviewed
Kanta Yoshioka, Yuichi Katori, Yuichiro Tanaka, Osamu Nomura, Takashi Morie and Hakaru Tamukoh
International Joint Conference on Neural Networks (IJCNN2023) 2023.06
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Multiple Memory Accumulation and Recall by a Hippocampus Model Reflecting Emotional Values
Akinobu Mizutani, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie
The 11th RIEC International Symposium on Brain Functions and Brain Computer 2023.02
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Evaluation of Modular Reservoirs Using Chaotic Boltzmann Machines Reviewed
Kazuo Nakahara, Yuichi Katori , Osamu Nomura, Hakaru Tamukoh, Takashi Morie
The 4th International Symposium on Neuromorphic AI Hardware 2022.12
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Hardware-oriented Brain-inspired Model with Memory Accumulation and Recall Functions to Generate Actions of Home Service Robots Reviewed
Akinobu Mizutani, Ichiro Kawashima, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie
The 4th International Symposium on Neuromorphic AI Hardware 2022.12
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CMOS VLSI implementation of a hippocampal conjunctive place-cue cells network Reviewed International journal
Yuka Shishido, Osamu Nomura, Katsumi Tateno, Hakaru Tamukoh, Takashi Morie
The 4th International Symposium on Neuromorphic AI Hardware 2022.12
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Performance Evaluation of a Reservoir Reinforcement Learning Model Considering Nonlinear Write Characteristics of Analog Memory Reviewed International journal
Katsunori Tamai , Yuichi Katori , Hakaru Tamukoh, Osamu Nomura, Takashi Morie
The 4th International Symposium on Neuromorphic AI Hardware 2022.12
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海馬モデルによる経験の蓄積と想起に基づくホームサービスロボットの行動生成
水谷彰伸，川島一郎，田中悠一朗，田向 権，立野勝巳，野村 修，森江 隆
電子情報通信学会ニューロコンピューティング研究会 2022.12
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アナログメモリの非線形書き込み特性を考慮したリザバー強化学習モデルの性能評価
玉井 克典，田向 権，香取 勇一，野村 修，森江 隆
2022年第83回応用物理学会秋季学術講演会 2022.09
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Direct Feedback Alignment学習を行うニューラルネットワークのディジタル回路実装
越名咲斗，村上秀樹，川添晧平，野村修，森江隆
電気・情報関係学会九州支部連合大会 2022.09
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Robustness Of Spiking Neural Networks Based On Time-To-First-Spike Encoding Against Adversarial Attacks Reviewed International journal
O. Nomura, Y. Sakemi, T. Hosomi, T. Morie
the 65th IEEE International Midwest Symposium on Circuits and Systems ( IEEE ) 2022.08
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A Chaotic Boltzmann Machine Working as a Reservoir and Its Energy-Efficient LSI Implementation
Osamu Nomura, Takashi Morie, Hakaru Tamukoh, Ichiro Kawashima, Kazuo Nakahara, Yuichi Katori
2022.08
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Robustness of Spiking Neural Networks based on Time-To-First-Spike Encoding against Adversarial Attacks Reviewed International journal
O. Nomura, Y. Sakemi, T. Hosomi, T. Morie
IEEE Trans. Circuits and Systems II ( IEEE ) 2022.06
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Energy-Efficient Convolution Module With Flexible Bit-Adjustment Method and ADC Multiplier Architecture for Industrial IoT Reviewed International journal
Tao Li,Yitao Ma,Ko Yoshikawa,Osamu Nomura,Tetsuo Endoh
IEEE Transactions on Industrial Informatics ( IEEE ) 18 ( 5 ) 3055 - 3065 2022.05
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Development of quantization YOLO model and WER tolerance evaluation for VC-MRAM implementation
YOENGJYE YEOH, Hakaru Tamukoh, Osamu Nomura, Hiroko Arai, Hiroshi Imamura, Takashi Morie
第69回 応用物理学会春季学術講演会 2022.03
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A Memory-based LSI Architecture for Entorhinal-hippocampal Model Reviewed
O. Nomura, I. Kawashima, S. Uenohara, Y. Tanaka, A. Mizutani, K. Takada, K. Tateno, H. Tamukoh, T. Morie
The 3rd International Symposium on Neuromorphic AI Hardware 2022.03
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Numerical Simulation for Analog VLSI Implementation of Reinforcement Learning Using Reservoir Computing Reviewed
K. Tamai, K. Kawazoe, Y. Shishido, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
The 3rd International Symposium on Neuromorphic AI Hardware 2022.03
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A Co-Design Environment for AI Hardware Simulation Using PyLTSpice Reviewed
Y. Shishido, K. Kawazoe, K. Tamai, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
The 3rd International Symposium on Neuromorphic AI Hardware 2022.03
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Memory Capacity of Reservoir Computing Using Chaotic Boltzmann Machines Reviewed
K. Nakahara, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
The 3rd International Symposium on Neuromorphic AI Hardware 2022.03
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A Co-design Environment for Computational Models and Circuits Using PyLTSpice and Its Application to Circuit Design for Reinforcement Learning Using Reservoir Computing
Y. Shishido, K. Kawazoe, K. Tamai, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
The 10th RIEC Int. Symp. on Brain Functions and Brain Computer (BFBC2022) 2022.02
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Numerical Simulation for VLSI Implementation of Reinforcement Learning Using Reservoir Computing Reviewed
K. Tamai, K. Kawazoe, Y. Shishido, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
The 10th RIEC Int. Symp. on Brain Functions and Brain Computer (BFBC2022) 2022.02
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不揮発性アナログメモリの適用を目指したリザバー計算に基づく強化学習回路の設計
川添皓平,玉井克典,宍戸優樺,香取勇一,田向権,野村修,森江隆
電気学会 電子回路研究会 2021.12
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Design of a VLSI circuit with non-volatile analog memory for reinforcement learning using reservoir computing Reviewed
K. Kawazoe, Y. Katori, H. Tamukoh, O. Nomura, T. Morie
9th International Symposium on Applied Engineering and Sciences (SAES2021) 2021.12
Conference Prsentations (Oral, Poster)
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「AI処理と集積回路」 Deep LearningからNeuromorphicまで Invited
野村 修
久留米工業高等専門学校 講義
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Analog Neuromorphic Hardware for Energy- Efficient AI Computing Invited
Osamu Nomura
JST-NSTC Workshop 2022 Nanoelectronics and System Integration for AI 2022.12 JST-NSTC
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Analog Neuromorphic Hardware for a Chaotic Boltzmann Machine Working as a Reservoir Invited
Osamu Nomura, Takashi Morie, Hakaru Tamukoh, Kazuo Nakahara, Yuichi Katori
2022 Workshop on Future Computing (WFC22) 2022.12 National Cheng Kung University
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Analog Neuromorphic Hardware for Energy-efficient AI Computing Invited
Osamu Nomura
The 18th Embedded Vision Workshop In Conjunction With CVPR 2022.06 IEEE
Industrial Property
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演算処理装置
川島 一郎，田向 権，森江 隆，野村 修
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演算処理装置
森江隆、田向権、立野勝巳、川島一郎、上ノ原誠二、野村修
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演算処理装置
川島 一郎，田向 権，森江 隆，立野 勝巳，野村 修
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演算処理装置
川島 一郎，田向 権，森江 隆，立野 勝巳，野村 修，上ノ原 誠二
Activities of Academic societies and Committees
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ニューロモルフィックAIハードウェア研究センター 運営委員
Citation count denotes the number of citations in papers published for a particular year.