@article{CTT100809999, author = {Hiroki Nakahara and Haruyoshi Yonekawa and Tomoya Fujii and Masayuki Shimoda and Shimpei Sato}, title = {GUINNESS: A GUI based Binarized Deep Neural Network Framework for Software Programmers}, journal = {IEICE Transactions on Information and Systems}, year = 2019, } @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, } @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{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{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{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{CTT100772091, author = {Hiroki Nakahara and Tomoya Fujii and Shimpei Sato}, title = {A Fully Connected Layer Elimination for a Binarized Convolutional Neural Network on an FPGA}, booktitle = {}, year = 2017, } @inproceedings{CTT100772092, author = {Hiroki Nakahara and Haruyoshi Yonekawa and Tomoya Fujii and Masayuki Shimoda and Shimpei Sato}, title = {GUINNESS: A GUI based neural network synthesizer for an FPGA}, booktitle = {}, year = 2017, } @inproceedings{CTT100743029, author = {Tomoya Fujii and Shimpei Sato and Hiroki Nakahara and Masato Motomura}, title = {An FPGA Realization of a Deep Convolutional Neural Network using a Threshold Neuron Pruning}, booktitle = {}, year = 2017, } @inproceedings{CTT100743032, author = {藤井智也 and 佐藤真平 and 中原啓貴 and 本村真人}, title = {畳込みニューラルネットワークのニューロン刈りによるメモリ量削減とFPGA実現について}, 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{CTT100715196, author = {Marina Yamasawa and Tomoya Fujii and Kota Goto and Masahito Ohue and Takashi Ishida and Kazuyuki Ishihara and Yutaka Akiyama}, title = {GPU/MPI Parallelization of Metagenomic Sequence Homology Search Tool and Its Application to Oral Metagenomics}, booktitle = {}, year = 2016, } @inproceedings{CTT100701948, author = {藤井智也 and 角田将典 and 大上雅史 and 石田貴士 and 石原和幸 and 秋山泰}, title = {GPUを用いたメタゲノム配列相同性解析ツールのMPI並列化と応用}, booktitle = {研究報告バイオ情報学(BIO)}, year = 2016, }