@article{CTT100871993,
  author = {Satoru Jimbo and Daiki Okonogi and Kota Ando and Thiem Van Chu and Jaehoon Yu and Masato Motomura and Kazushi Kawamura},
  title = {A Hybrid Integer Encoding Method for Obtaining High-quality Solutions of Quadratic Knapsack Problems on Solid-state Annealers},
  journal = {IEICE Transactions on Information and Systems},
  year = 2022,
}

@article{CTT100871987,
  author = {Kazutoshi Hirose and Jaehoon Yu and Kota Ando and Yasuyuki Okoshi and Angel Lopez Garcia-Arias and Junnosuke Suzuki and Thiem Van Chu and Kazushi Kawamura and Masato Motomura},
  title = {Hiddenite: 4K-PE Hidden Network Inference 4D-Tensor Engine Exploiting On-Chip Model Construction Achieving 34.8-to-16.0TOPS/W for CIFAR-100 and ImageNet},
  journal = {International Solid-State Circuits Conference},
  year = 2022,
}

@article{CTT100849407,
  author = {Junnosuke Suzuki and Tomohiro Kaneko and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
  title = {ProgressiveNN: Achieving Computational Scalability with Dynamic Bit-Precision Adjustment by MSB-first Accumulative Computation},
  journal = {International Journal of Networking and Computing},
  year = 2021,
}

@article{CTT100849408,
  author = {Shungo Kumazawa and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
  title = {ExtraFerns: Fully Parallel Ensemble Learning Technique with Random Projection and Non-Greedy yet Minimal Memory Access Training},
  journal = {International Journal of Networking and Computing},
  year = 2021,
}

@article{CTT100847940,
  author = {Kazutoshi Hirose and Shinya Takamaeda-Yamazaki and Jaehoon Yu and Masato Motomura},
  title = {Selective Fine-Tuning on a Classifier Ensemble: Realizing Adaptive Neural Networks With a Diversified Multi-Exit Architecture},
  journal = {IEEE Access},
  year = 2021,
}

@article{CTT100828809,
  author = {Masato Motomura and 高前田信也 and 植吉 晃大 and Kota Ando and 廣瀨 一俊},
  title = {深層ニューラルネットワーク向けプロセッサ技術の実例と展望},
  journal = {電子情報通信学会和文論文誌C},
  year = 2020,
}

@article{CTT100828811,
  author = {Yafei Ou and Prasoon Ambalathankandy and Masayuki Ikebe and Shinya Takamaeda and Masato Motomura and Tetsuya Asai},
  title = {Real-time Tone Mapping: A State of the Art Report},
  journal = {IEEE TCSVT},
  year = 2020,
}

@article{CTT100828819,
  author = {Kasho Yamamoto and Masayuki Ikebe and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
  title = {FPGA-based annealing processor with time-division multiplexing},
  journal = {IEICE Transactions on Information and Systems},
  year = 2019,
}

@article{CTT100828822,
  author = {Kodai Ueyoshi and Ryota Uematsu and Takumi Kudo and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Kota Ando and Kodai Ueyoshi and Yuka Oba and Kazutoshi Hirose and Ryota Uematsu and Takumi Kudo and Masayuki Ikebe and Tetsuya Asai and Shinya Takamaeda-Yamazaki and Masato Motomura},
  title = {Dither NN: hardware/algorithm co-design for accurate quantized neural networks},
  journal = {IEICE Transactions on Information and Systems},
  year = 2019,
}

@article{CTT100828824,
  author = {Tatsuya Kaneko and Kentaro Orimo and Itaru Hida and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Masato Motomura and Tetsuya Asai},
  title = {A Study on a Low Power Optimization Algorithm for an Edge-AI Device},
  journal = {IEICE Transactions on Nonlinear Theory and Its Applications,},
  year = 2019,
}

@article{CTT100828817,
  author = {Prasoon Ambalathankandy and Masayuki Ikebe and Takashi Yoshida and Takeshi Shimada and Shinya Takamaeda-Yamazaki and Masato Motomura},
  title = {An Adaptive Global and Local Tone Mapping Algorithm Implemented on FPGA},
  journal = {IEEE Transactions on Circuits and Systems for Video Technology},
  year = 2019,
}

@article{CTT100828883,
  author = {Masato Motomura},
  title = {深層学習プロセッサの展望},
  journal = {映像メディア学会誌「データ科学を支えるアクセラレーション技術」特集},
  year = 2019,
}

@article{CTT100828825,
  author = {Ueyoshi K. and Ando K. and Hirose K and Takamaeda-Yamazaki S. and Hamada M. and Kurorda T. and Motomura M.},
  title = {QUEST: Multi-Purpose Log-Quantized DNN Inference Engine Stacked on 96-MB 3D SRAM Using Inductive Coupling Technology in 40-nm CMOS},
  journal = {IEEE Journal of Solid-State Circuits},
  year = 2019,
}

@inproceedings{CTT100871992,
  author = {Yasuyuki Okoshi and Angel Lopez Garcia-Arias and Kazutoshi Hirose and Kota Ando and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
  title = {Multicoated Supermasks Enhance Hidden Networks},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100871994,
  author = {Thiem Van Chu and Ryuichi Kitajima and Kazushi Kawamura and Jaehoon Yu and Masato Motomura},
  title = {A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100871995,
  author = {Angel Lopez Garcia-Arias and Masanori Hashimoto and Masato Motomura and Jaehoon Yu},
  title = {Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100849406,
  author = {Kota Ando and Jaehoon Yu and Kazutoshi Hirose and Hiroki Nakahara and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},
  title = {Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100847593,
  author = {Junnosuke Suzuki and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
  title = {ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100847594,
  author = {Shungo Kumazawa and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu},
  title = {ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100828835,
  author = {Taiga Ikeda and Kento Sakurada and Atsuyoshi Nakamura and Masato Motomura and Shinya Takamaeda-Yamazaki},
  title = {Hardware/Algorithm Co-optimization for Fully-Parallelized Compact Decision Tree Ensembles on FPGAs},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100828840,
  author = {Yamamoto K. and Ando K. and Metrig N. and Takemoto T. and Teramoto H. and Sakai A. and Takamaeda-Yamazaki S. and Motomura M.},
  title = {STATICA: A 512-Spin 0.25M-Weight Full-Digital Annealing Processor with a Near-Memory All-Spin-Updates-at-Once Architecture for Combinatorial Optimization with Complete Spin-Spin Interactions},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100828870,
  author = {平山 侑樹 and 浅井 哲也 and Masato Motomura and 高前田 伸也},
  title = {決定論的変分推論に基づくベイジアンCNNの検討},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100828884,
  author = {Masato Motomura},
  title = {AI Computing: The Promised Land for Computer Architecture Innovation},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828844,
  author = {Prasoon Ambalathankandy and Yafei Ou and Jyotsna Kochiyil and Shinya Takamaeda-Yamazaki and Masato Motomura and Tetsuya Asai and Masayuki Ikebe},
  title = {Radiography Contrast Enhancement: Smoothed LHE Filter, a Practical Solution for Digital X-rays with Mach Band},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828849,
  author = {Yuki Hirayama and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
  title = {A Resource-Efficient Weight Sampling Method for Bayesian Neural Networks Accelerators},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828887,
  author = {Masato Motomura},
  title = {AIチップ: 世界の研究動向と東工大の研究戦略},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828885,
  author = {Masato Motomura},
  title = {AI Computing: What it is about & How hardware can help it out},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828888,
  author = {Masato Motomura},
  title = {AI関連半導体技術の動向},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828889,
  author = {Masato Motomura},
  title = {AIチップの世界動向と日本がとるべき戦略},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828850,
  author = {Yuka Oba and Kota Ando and Tetsuya Asai and Masato Motomura and Shinya Takamaeda-Yamazaki},
  title = {DeltaNet: Differential Binary Neural Networ},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828871,
  author = {平山 侑樹 and Kazutoshi Hirose and Kota Ando and 植吉 晃大 and 浅井 哲也 and Masato Motomura and 高前田 伸也},
  title = {ベイジアンNNのHW実装に向けたサンプリング手法の検討},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828872,
  author = {池田 泰我 and 植吉 晃大 and Kota Ando and Kazutoshi Hirose and 浅井 哲也 and Masato Motomura and 高前田 伸也},
  title = {効率的なDNN計算のための無効ニューロン予測手法の評価},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828874,
  author = {大羽 由華 and 村上 大輔 and 中江 達哉 and Kota Ando and 浅井 哲也 and Masato Motomura and 高前田 伸也},
  title = {二値化ニューラルネットワークのハードウェア指向精度向上手法の検討},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828873,
  author = {Kazutoshi Hirose and 浅井 哲也 and Masato Motomura and 高前田 伸也},
  title = {エッジ環境におけるニューラルネットワーク学習軽量化手法の検討},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828877,
  author = {植吉 晃大 and 池田 泰我 and Kota Ando and Kazutoshi Hirose and 浅井 哲也 and 高前田 伸也 and Masato Motomura},
  title = {無効ニューロン予測によるDNN計算効率化手法},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828876,
  author = {7.	安藤 洸太 and 植吉 晃大 and 大羽 由華 and 工藤 巧 and 池辺 将之 and 浅井 哲也 and 高前田 伸也 and Kota Ando and 植吉 晃大 and 大羽 由華 and Kazutoshi Hirose and 工藤 巧 and 池辺 将之 and 浅井 哲也 and 高前田 伸也 and Masato Motomura},
  title = {Dither NN: 画像処理から着想を得た組込み向け量子化ニューラルネットワークの精度向上手法},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828875,
  author = {金子 竜也 and 高前田 伸也 and Masato Motomura and 浅井 哲也},
  title = {オンライン学習を行う階層型ニューラルネットワークハードウェアの低電力化に向けた三値バックプロパゲーション法の提案},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828891,
  author = {Masato Motomura},
  title = {AI Computing: The Promised Land for Hardware?},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828892,
  author = {Masato Motomura},
  title = {Intelligence at the Edge: Frontiers for Energy-Efficient Hardware Architectures},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828867,
  author = {Minamikawa K. and Takamaeda-Yamazaki S. and Ikebe M. and Motomura M. and Asai T.},
  title = {FPGA-based FORCE learning accelerator towards real-time online reservoir computing},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828863,
  author = {Suzuki S. and Rim S. and Takamaeda-Yamazaki S. and Ikebe M. and Motomura M. and Asai T.},
  title = {Experimental demonstration of physical reservoir computing with nonlinear electronic devices},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828851,
  author = {Kaneko T. and Ikebe M. and Takamaeda-Yamazaki S. and Motomura M. and Asai T.},
  title = {Hardware-oriented algorithm and architecture for generative adversarial networks},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828868,
  author = {Kaneko T. and Ikebe M. and Takamaeda-Yamazaki S. and Motomura M. and Asai T.},
  title = {Ternarized backpropagation: a hardware-oriented optimization algorithm for edge-oriented AI devices},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828878,
  author = {高前田 伸也 and 植松 瞭太 and 藤澤 慎也 and 藤崎 修一 and Masato Motomura},
  title = {ディープニューラルネットワーク向け拡張可能な高位合成コンパイラの開発 月},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828893,
  author = {Masato Motomura},
  title = {AIハードウェアの必要性と期待 ～ 世界的大競争の中で ～},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100828869,
  author = {Rim S. and Suzuki S. and Takamaeda-Yamazaki S. and Ikebe M. and Motomura M. and Asai T.},
  title = {Approach to reservoir computing with Schmitt trigger oscillator-based analog neural circuits},
  booktitle = {},
  year = 2019,
}

@misc{CTT100828879,
  author = {Masato Motomura},
  title = {「Q&Aで分かるAIチップ」},
  year = 2020,
}

@misc{CTT100828881,
  author = {Masato Motomura},
  title = {AIエッジコンピューティングへの希望と展望},
  year = 2019,
}

@misc{CTT100828882,
  author = {Masato Motomura},
  title = {コンピューティングアーキテクチャ},
  year = 2019,
}

@misc{CTT100903902,
  author = {Masato Motomura and Jaehoon Yu},
  title = {ニューラルネットワーク回路装置},
  howpublished = {PublishedPatent},
  year = 2023,
  month  = {},
  note   = {特願2021-192336(2021/11/26), 特開2023-078975(2023/06/07)}
}


@misc{CTT100892250,
  author = {Kazushi Kawamura and Masato Motomura},
  title = {情報処理装置、情報処理方法及びプログラム},
  howpublished = {PublishedPatent},
  year = 2022,
  month  = {},
  note   = {特願2021-083725(2021/05/18), 特開2022-177458(2022/12/01)}
}


@misc{CTT100846541,
  author = {Masato Motomura},
  title = {ニューラル電子回路},
  howpublished = {PublishedPatent},
  year = 2021,
  month  = {},
  note   = {特願2019-570676(2019/01/25), 再表2019/155910(2021/03/04)}
}


@misc{CTT100862923,
  author = {Masato Motomura},
  title = {ニューラルネットワーク回路及びニューラルネットワーク集積回路},
  howpublished = {RegisteredPatent},
  year = 2021,
  month  = {},
  note   = {特願2018-518385(2017/05/19), 再表2017/200088(2019/03/22), 特許第6913388号(2021/07/14)}
}