Hiroki Nakahara

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fpga altera de0 verilog-hdl deep learning deep neural network binarized cnn cnn embedded system yolov2 machine learning rns object detector random forest altera sdk for opencl radio telescope high-level synthesis niosii processor cloud computing high-performance computing multi deep learning ros high performance computing compression ternary logic binary cnn guinness gpu mdd multiple-valued logic high level synthesis tensorflow binary neural network fpgax dqn fft digital spectrometer astronomy imagenet vivado hls nes

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Hiroki Nakahara

FCCM2020: High-Throughput Convolutional Neural Network on an FPGA by Customized JPEG Compression

ROS User Group Meeting #28 マルチ深層学習とROS

FPGAX2019

SBRA2018講演資料

DSF2018講演スライド

ISCAS'18: A Deep Neural Network on the Nested RNS (NRNS) on an FPGA: Applied to YOLOv2

ISMVL2018: A Ternary Weight Binary Input Convolutional Neural Network

FPGA2018: A Lightweight YOLOv2: A binarized CNN with a parallel support vector regression for an FPGA

FPT17: An object detector based on multiscale sliding window search using a fully pipelined binarized CNN on an FPGA

(公開版)Reconf研2017GUINNESS

(公開版)FPGAエクストリームコンピューティング2017

A Random Forest using a Multi-valued Decision Diagram on an FPGa

2値ディープニューラルネットワークと組込み機器への応用: 開発中のツール紹介

２値化CNN on FPGAでGPUとガチンコバトル（公開版）

Tensor flow usergroup 2016 (公開版)

FPGAX2016 ドキュンなFPGA

電波望遠鏡用の分光器をAltera SDK for OpenCL使ってサクッと作ってみた

Altera sdk for open cl アンケート集計結果(公開版)

Naist2015 dec ver1

Nested RNSを用いたディープニューラルネットワークのFPGA実装