@article{CTT100772080, author = {Kota Ando and Kodai Ueyoshi and Kentaro Orimo and Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara and Shinya Takamaeda-Yamazaki and Masayuki Ikebe and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura}, title = {BRein Memory: A Single-Chip Binary/Ternary Reconfigurable in-Memory Deep Neural Network Accelerator Achieving 1.4 TOPS at 0.6 W}, journal = {IEEE Journal of Solid-State Circuits}, year = 2018, } @article{CTT100772079, author = {Tomoya Fujii and Shimpei Sato and Hiroki Nakahara}, title = {A Threshold Neuron Pruning for a Binarized Deep Neural Network on an FPGA}, journal = {IEICE Transactions on Information and Systems}, year = 2018, } @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{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{CTT100793726, author = {Hiroki Nakahara and Masayuki Shimoda and Shimpei Sato}, title = {A Tri-State Weight Convolutional Neural Network for an FPGA: Applied to YOLOv2 Object Detector}, booktitle = {}, year = 2018, } @inproceedings{CTT100793688, author = {曽我尚人 and 佐藤真平 and 中原啓貴}, title = {Sparse Robust Deep Autoencoderを用いて学習した心電図の外れ値検出器のハードウェア実装について}, booktitle = {電子情報通信学会技術研究報告}, 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{CTT100793690, author = {佐田悠生 and 下田将之 and 佐藤真平 and 中原啓貴}, title = {Intel OpenCLを用いた3状態YOLOv2のFPGA実装について}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @inproceedings{CTT100793706, author = {Haoxuan Cheng and Shimpei Sato and Hiroki Nakahara}, title = {A Performance Per Power Efficient Object Detector on an FPGA for Robot Operating System (ROS)}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @inproceedings{CTT100793700, author = {中原啓貴 and 下田将之 and 佐藤真平}, title = {重み3状態ディープニューラルネットワークを用いた一般物体アルゴリズムYOLOv2のFPGA実装法について}, booktitle = {}, year = 2018, } @inproceedings{CTT100793698, author = {宗形敦樹 and 佐藤真平 and 中原啓貴}, title = {摂動を考慮した畳み込みニューラルネットワークについて}, booktitle = {}, year = 2018, } @inproceedings{CTT100793697, author = {曽我尚人 and 佐藤真平 and 中原啓貴}, title = {Robust Deep Autoencoderを用いた心電図の外れ値検出}, booktitle = {}, year = 2018, } @inproceedings{CTT100772082, author = {Hiroki Nakahara and Masayuki Shimoda and Shimpei Sato}, title = {A Demonstration of FPGA-based You Only Look Once version2 (YOLOv2)}, booktitle = {}, year = 2018, } @inproceedings{CTT100772083, author = {Masayuki Shimoda and Shimpei Sato and Hiroki Nakahara}, title = {Demonstration of Object Detection for an event-driven camera}, booktitle = {}, year = 2018, } @inproceedings{CTT100793687, author = {下田将之 and 佐藤真平 and 中原啓貴}, title = {ディープニューロ・ファジィによる偽陰性数の削減とそのFPGA実装に関して}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @inproceedings{CTT100772084, author = {Masayuki Shimoda and Shimpei Sato and Hiroki Nakahara}, title = {Power Efficient Object Detector with an Event-Driven Camera on an FPGA}, booktitle = {}, year = 2018, } @inproceedings{CTT100772085, author = {Haoxuan Cheng and Shimpei Sato and Hiroki Nakahara}, title = {A Performance Per Power Efficient Object Detector on an FPGA for Robot Operating System}, booktitle = {}, year = 2018, } @inproceedings{CTT100772086, author = {Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara}, title = {A Ternary Weight Binary Input Convolutional Neural Network: Realization on the Embedded Processor}, booktitle = {}, year = 2018, } @inproceedings{CTT100793685, author = {中原啓貴 and 下田将之 and 佐藤真平}, title = {3状態CNNを用いたYOLOv2のFPGA実現に関して}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @inproceedings{CTT100793686, author = {下田将之 and 佐藤真平 and 中原啓貴}, title = {イベント駆動カメラを用いた物体検出システムのFPGA実装に関して}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @inproceedings{CTT100772087, author = {Tomoya Fujii and Shimpei Sato and Hiroki Nakahara}, title = {A Design Algorithm for a Neuron Pruning Toward a Compact Binarized Deep Convolutional Neural Network on an FPGA}, booktitle = {}, year = 2018, } @inproceedings{CTT100772088, author = {Hiroki Nakahara and Haruyoshi Yonekawa and Tomoya Fujii and Shimpei Sato}, title = {A Lightweight YOLOv2: A Binarized CNN with A Parallel Support Vector Regression for an FPGA}, booktitle = {}, year = 2018, } @inproceedings{CTT100793684, author = {宇山拓夢 and 藤井智也 and 米川晴義 and 佐藤真平 and 中原啓貴}, title = {Intel OpenCLを用いたディープニューラルネットワークのFPGA実現に関して}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @inproceedings{CTT100793694, author = {米川晴義 and 佐藤真平 and 中原啓貴}, title = {重み3値入出力2値ディープニューラルネットワークの学習と組込みプロセッサ実現について}, booktitle = {}, year = 2018, } @inproceedings{CTT100793695, author = {藤井智也 and 佐藤真平 and 中原啓貴}, title = {FPGA向けの2値化畳み込みニューラルネットワークのニューロン刈りアルゴリズムについて}, booktitle = {}, year = 2018, } @inproceedings{CTT100793696, author = {下田将之 and 佐藤真平 and 中原啓貴}, title = {ディープニューロファジィの性能評価に関して}, booktitle = {}, year = 2018, } @inproceedings{CTT100793682, author = {下田将之 and 佐藤真平 and 中原啓貴}, title = {全2値化畳み込みニューラルネットワークとそのFPGA実装について ~ FPT2017デザインコンテスト参加報告 ~}, booktitle = {電子情報通信学会技術研究報告}, year = 2018, } @misc{CTT100819405, author = {中原啓貴}, title = {ニューラルネットワーク回路装置、ニューラルネットワーク、ニューラルネットワーク処理方法およびニューラルネットワークの実行プログラム}, howpublished = {登録特許}, year = 2023, month = {}, note = {特願2018-094184(2018/05/15), 特開2019-200553(2019/11/21), 特許第7240657号(2023/03/08)} } @misc{CTT100756302, author = {中原啓貴 and 米川晴義}, title = {ニューラルネットワーク回路装置、ニューラルネットワーク、ニューラルネットワーク処理方法およびニューラルネットワークの実行プログラム}, howpublished = {登録特許}, year = 2017, month = {}, note = {特願2016-235383(2016/12/02), 特開2018-092377(2018/06/14), 特許第6183980号(2017/08/04)} }