Nakahara Hiroki

ナカハラヒロキ | Nakahara Hiroki

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： http://www.hirokinakahara.sakura.ne.jp/

Research field (4)： Communication and network engineering , Information networks , Software , Information theory

Research keywords (7)： Machine Learning , Multiple Valued Logic , Deep Learning , Computer System , Embedded System , Reconfigurable System , FPGA

Research theme for competitive and other funds (4)：

2019 - 2024 On a noise convolutional neural network
2015 - 2019 Development of Next Generation Spectrometer for Radio Telescope
2012 - 2015 A general purpose processor based on a multi-valued decision diagram
2008 - 2012 FPGAを用いた応用組込みシステム(主にネットワーク機器)

Papers (64)：

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MISC (34)：

Accelerated Ternarized Deep Neural Network by sparse matrix calculation. 2017. 117. 46. 7-11
A Memory Reduction with Neuron Pruning for a Convolutional Neural Network : Its FPGA Realization. 2017. 116. 417. 55-60
Implementation of Binarized Deep Neural Network for FPGA Considering Power Performance Enhancement. 2017. 116. 417. 127-132
A Memory Based Realization of the Binarized Deep Convolutional Neural Network. 2016. 116. 210. 63-68
A Realization of Deep Convolutional Neural Network using the Nested RNS on an FPGA including the Constant Division. 2016. 115. 400. 227-232

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Work history (4)：

2016/04 - 現在 Tokyo Institute of Technology Associate Professor
2014/10 - 2016/03 Ehime University Senior Assistant Professor
2012/10 - 2014/09 Kagoshima University Assistant Professor
2007/09 - 2012/09 Kyushu Institute of Technology Faculty of Computer Science and Systems Engineering, Department of Computer Science and Electronics

Awards (12)：

2018 - Design Solution Forum 2018 最優秀エンジニア講演賞
2017 - Design Solution Forum 2017 最優秀エンジニア講演賞
2017 - IEEE/ACM International Workshop on Reconfigurable Architecture Best Demo Award
2016 - 多値論理フォーラム最優秀論文賞
2015 - IEEE CASS Shikoku Chapter Young Researcher Award

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Association Membership(s) (3)：

IPSJ , IEICE , IEEE

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