Papers - TAKABAYASHI Masanori
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Numerical simulations on self-referential holographic data storage with built-in denoising function by self-referential holographic deep neural network Reviewed International journal
Yuta Eto, Rio Tomioka, Taichi Takatsu, Masanori Takabayashi
Optical Review 32 534 - 545 2025.06
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AIアシストパターン設計 ~AIを用いた自己参照型ホログラフィックメモリーの設計~ Invited
高林正典
光学 ( 日本光学会 ) 54 227 2025.06
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Numerical simulation of output filter design for optoelectronic deep neural network using hyperparameter optimization Reviewed
Rio Tomioka, Taichi Takatsu, Masanori Takabayashi
Program and proceedings the 6th International Symposium on Neuromorphic AI Hardware 2025.03
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Numerical simulation of deep reinforcement learning using self-referential holographic deep neural network Reviewed
Rio Tomioka, Masanori Takabayashi
International Workshop on Holography and Related Technologies 2024 (IWH 2024) Technical Digest 2024.12
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Self-referential holography and its applications to data storage and deep neural network hardware Invited Reviewed
12th International Symposium on Applied Engineering and Sciences (SAES2024) Proceedings 2024.11
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Numerical Simulations of Optoelectronic Deep Neural Network Using Trainable Activation Function Reviewed
Taichi Takatsu, Rio Tomioka, Masanori Takabayashi
International Symposium on Imaging, Sensing and Optical Memory (ISOM '24) Technical Digest 2024.10
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Deep Learning-Based Resolution Enhancement of Digital Holograms Using Spatial Frequency Domain Loss Function Reviewed
Ryo Esaki, Masanori Takabayashi
International Symposium on Imaging, Sensing and Optical Memory (ISOM '24) Technical Digest 2024.10
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Additional Pattern Design Method Using Deep Learning for Multi-Level Self-Referential Holographic Data Storage Reviewed
Ryotaro Iwamoto, Masanori Takabayashi
International Symposium on Imaging, Sensing and Optical Memory (ISOM '24) Technical Digest 2024.10
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Self-Referential Holographic Data Storage with Integrated Denoising Function by Deep Learning Reviewed
Yuta Eto, Rio Tomioka, Taichi Takatsu, Masanori Takabayashi
International Symposium on Imaging, Sensing and Optical Memory (ISOM '24) Technical Digest 2024.10
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Numerical Analysis on Contributions of Individual Layers in Self-Referential Holographic Deep Neural Network Reviewed International journal
Taichi Takatsu, Rio Tomioka, Masanori Takabayashi
Technical Digest - 14th International Conference on Optics-photonics Design & Fabrication (ODF'24) 2024.07
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Numerical Simulations on Image Recognition by Self-Referential Holographic Deep Neural Network with Electronic Output Layer Reviewed International journal
Rio Tomioka, Taichi Takatsu, Masanori Takabayashi
Technical Digest - 14th International Conference on Optics-photonics Design & Fabrication (ODF'24) 2024.07
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Self-referential holography meets AI technologies Invited Reviewed International journal
Masanori Takabayashi
Technical Digest - 14th International Conference on Optics-photonics Design & Fabrication (ODF'24) 2024.07
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Optoelectronic deep neural network hardware using principle of self-referential holography Invited Reviewed
Masanori Takabayashi, Rio Tomioka
Photonics NEWS ( Photonics division, The Japan Society of Applied Physics ) 9 ( 3 ) 147 - 151 2024.03
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Numerical Simulation on Wavefront Transformation using Self-referential Holographic Deep Neural Network Reviewed International journal
Rio Tomioka, Taichi Takatsu, Masanori Takabayashi
Program and Abstracts - The 5th International Symposium on Neuromorphic AI Hardware 2024.03
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Efficient Training Method using Transmission Matrix for Optoelectronic Deep Neural Network Reviewed International journal
Taichi Takatsu, Rio Tomioka, Masanori Takabayashi
Program and Abstracts - The 5th International Symposium on Neuromorphic AI Hardware 2024.03
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Deep learning-based design of additional patterns in self-referential holographic data storage Reviewed International journal
Chijiwa K., Takabayashi M.
Optical Review 31 ( 1 ) 28 - 40 2024.02
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Optical neural network hardware using self-referential holography Invited Reviewed International journal
Masanori Takabayashi, Rio Tomioka
The 22nd international symposium on eco-materials processing and design (ISEPD 2024) 2024.01
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Self-referential holography and its application to data storage and optical neural network hardware Invited International journal
Masanori Takabayashi
The 13th Japan-Korea Workshop on Digital Holography and Information Photonics Proceedings 2023.12
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Numerical simulation on phase-to-intensity conversion by self-referential holographic deep neural network International journal
Rio Tomioka, Masanori Takabayashi
The 13th Japan-Korea Workshop on Digital Holography and Information Photonics Proceedings 2023.12
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Deep neural network-based complex amplitude reconstruction from spatial-domain phase shifting digital holograms International journal
Shu Kajitani, Masanori Takabayashi
The 13th Japan-Korea Workshop on Digital Holography and Information Photonics Proceedings 2023.12