@inproceedings{CTT100772090, author = {Masayuki Shimoda and Shimpei Sato and Hiroki Nakahara}, title = {All Binarized Convolutional Neural Network and Its implementation on an FPGA}, booktitle = {}, year = 2017, } @inproceedings{CTT100772089, author = {Hiroki Nakahara and Haruyoshi Yonekawa and Shimpei Sato}, title = {An Object Detector based on Multiscale Sliding Window Search using a Fully Pipelined Binarized CNN on an FPGA}, booktitle = {}, year = 2017, } @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{CTT100772093, author = {Kota Ando and Kodai Ueyoshi and Kazutoshi Hirose and Kentaro Orimo and Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara and Masayuki Ikebe and Shinya Takamaeda-Yamazaki and Tetsuya Asai and Tadahiro Kuroda and Masato Motomura}, title = {In-Memory Area-Efficient Signal Streaming Processor Design for Binary Neural Networks}, booktitle = {}, year = 2017, } @inproceedings{CTT100743027, author = {Kota Ando and Haruyoshi Yonekawa and Shimpei Sato and Hiroki Nakahara and Masato Motomura}, title = {BRein memory: a 13-layer 4.2 K neuron/0.8 M synapse binary/ternary reconfigurable in-memory deep neural network accelerator in 65 nm CMOS}, booktitle = {}, year = 2017, } @inproceedings{CTT100743026, author = {Haruyoshi Yonekawa and Hiroki Nakahara}, title = {An On-chip Memory Batch Normalization Free Binarized Convolutional Deep Neural Network on an FPGA}, booktitle = {}, year = 2017, } @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{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{CTT100743030, author = {Hiroki Nakahara and Haruyoshi Yonekawa and Hisashi Iwamoto and Masato Motomura}, title = {A Batch Normalization Free Binarized Convolutional Deep Neural Network 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{CTT100743033, author = {米川 晴義 and 中原 啓貴 and 本村 真人}, title = {ディープニューラルネットワークの2値化と3値化の比較}, 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{CTT100743031, author = {米川晴義 and 中原啓貴 and 本村真人}, title = {電力性能効率に優れた二値化ディープニューラルネットワークのFPGA実装}, booktitle = {}, year = 2017, } @misc{CTT100743025, author = {中原 啓貴 and 井上 一成 and 中田 秀基}, title = {ネットワーク検索エンジン及びディープニューラルネットワークの高速化}, year = 2017, } @misc{CTT100802481, 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 = 2021, month = {}, note = {特願2017-180457(2017/09/20), 特開2019-057072(2019/04/11), 特許第6933367号(2021/08/23)} } @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)} }