@article{CTT100917505, author = {Hiroyoshi Tanabe and Akira Jinguji and Atsushi Takahashi}, title = {Weakly guiding approximation of a three dimensional waveguide model for extreme ultraviolet lithography simulation}, journal = {Journal of the Optical Society of America A}, year = 2024, } @article{CTT100907695, author = {Hiroyoshi Tanabe and Akira Jinguji and Atsushi Takahashi}, title = {Accelerating extreme ultraviolet lithography simulation with weakly guiding approximation and source position dependent transmission cross coefficient formula}, journal = {Journal of Micro/Nanopatterning, Materials, and Metrology}, year = 2024, } @article{CTT100892427, author = {Hiroyoshi Tanabe and Akira Jinguji and Atsushi Takahashi}, title = {Evaluation of convolutional neural network for fast extreme ultraviolet lithography simulation using imec 3 nm node mask patterns}, journal = {Journal of Micro/Nanopatterning, Materials and Metrology (JM3)}, year = 2023, } @article{CTT100873235, author = {JINGUJI Akira and SATO Shimpei and NAKAHARA Hiroki}, title = {Weight Sparseness for a Feature-Map-Split-CNN Toward Low-Cost Embedded FPGAs}, journal = {IEICE Transactions on Information and Systems}, year = 2021, } @article{CTT100772078, author = {Akira Jinguji and Shimpei Sato and Hiroki Nakahara}, title = {An FPGA Realization of a Random Forest with k-means Clustering using a High-level Synthesis Design}, journal = {IEICE Transactions on Information and Systems}, year = 2018, } @inproceedings{CTT100911340, author = {Hiroyoshi Tanabe and Akira Jinguji and Atsushi Takahashi}, title = {Pre-training CNN for fast EUV lithography simulation including M3D effects}, booktitle = {Proc. SPIE 12954, DTCO and Computational Patterning III, 129540I}, year = 2024, } @inproceedings{CTT100906910, author = {Hiroyoshi Tanabe and Akira Jinguji and Atsushi Takahashi}, title = {Accelerating EUV lithography simulation with weakly guiding approximation and STCC formula}, booktitle = {Proc. SPIE 12750, International Conference on Extreme Ultraviolet Lithography 2023, 127500D}, year = 2023, } @inproceedings{CTT100903943, author = {山本 克治 and 神宮司 明良 and 高橋 篤司}, title = {MEDAバイオチップのための液滴運搬経路探索アルゴリズム}, booktitle = {DAシンポジウム2023 論文集}, year = 2023, } @inproceedings{CTT100891154, author = {Hiroyoshi Tanabe and Akira Jinguji and Atsushi Takahashi}, title = {Evaluation of CNN for fast EUV lithography simulation using iN3 logic mask patterns}, booktitle = {Proc. SPIE 12495, Advanced Lithography + Patterning 2023, 124951J}, year = 2023, } @inproceedings{CTT100810027, author = {神宮司明良 and 佐藤真平 and 中原啓貴}, title = {Wide-SIMDを用いたISAベースのスパースCNNのFPGA実装}, booktitle = {電子情報通信学会技術研究報告}, year = 2019, } @inproceedings{CTT100810007, author = {Hiroki Nakahara and Youki Sada and Masayuki Shimoda and Kouki Sayama and Akira Jinguji and Shimpei Sato}, title = {FPGA-Based Training Accelerator Utilizing Sparseness of Convolutional Neural Network}, booktitle = {}, year = 2019, } @inproceedings{CTT100793725, author = {Hiroki Nakahara and Akira Jinguji and Masayuki Shimoda and Shimpei Sato}, title = {An FPGA-based Fine Tuning Accelerator for a Sparse CNN}, booktitle = {}, year = 2019, } @inproceedings{CTT100793727, author = {Akira Jinguji and Tomoya Fujii and Shimpei Sato and Hiroki Nakahara}, title = {An FPGA Realization of OpenPose based on a Sparse Weight Convolutional Neural Network}, booktitle = {}, year = 2018, } @inproceedings{CTT100793689, author = {神宮司明良 and 佐藤真平 and 中原啓貴}, title = {Feature-Map Separable Convolutionによる小メモリFPGAでの画像認識の実現}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @inproceedings{CTT100743028, author = {Hiroki Nakahara and Akira Jinguji and Shimpei Sato and Tsutomu Sasao}, title = {A Random Forest using a Multi-valued Decision Diagram on an FPGA}, booktitle = {}, year = 2017, } @inproceedings{CTT100743034, author = {神宮司明良 and 佐藤真平 and 中原啓貴}, title = {特徴空間の分割にk平均法を導入したランダムフォレストのFPGA実装}, booktitle = {}, year = 2017, } @inproceedings{CTT100743037, author = {Hiroki Nakahara and Akira Jinguji and Tomoya Fujii and Shimpei Sato}, title = {An Acceleration of a Random Forest Classification using Altera SDK for OpenCL}, booktitle = {}, year = 2016, } @inproceedings{CTT100793707, author = {中原啓貴 and 神宮司明良 and 佐藤真平 and 笹尾勤 and 丸山直也}, title = {多値決定グラフを用いたランダムフォレストに関して}, booktitle = {}, year = 2016, } @misc{CTT100866500, author = {Akira Jinguji}, title = {A Study on Design Optimization for FPGA-based Machine Learning Accelerator}, year = 2022, } @misc{CTT100866501, author = {Akira Jinguji}, title = {A Study on Design Optimization for FPGA-based Machine Learning Accelerator}, year = 2022, } @misc{CTT100894931, author = {Akira Jinguji}, title = {A Study on Design Optimization for FPGA-based Machine Learning Accelerator}, year = 2022, } @phdthesis{CTT100866500, author = {Akira Jinguji}, title = {A Study on Design Optimization for FPGA-based Machine Learning Accelerator}, school = {東京工業大学}, year = 2022, } @phdthesis{CTT100866501, author = {Akira Jinguji}, title = {A Study on Design Optimization for FPGA-based Machine Learning Accelerator}, school = {東京工業大学}, year = 2022, } @phdthesis{CTT100894931, author = {Akira Jinguji}, title = {A Study on Design Optimization for FPGA-based Machine Learning Accelerator}, school = {東京工業大学}, year = 2022, }