KIYAMA MASATO 木山真人

… Alternative Names

木山真人キヤママサト

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Researcher Number	30363534
Other IDs
Affiliation (Current)	2026: 熊本大学, 大学院先端科学研究部(工), 助教
Affiliation (based on the past Project Information) *help	2022 – 2024: 熊本大学, 大学院先端科学研究部(工), 助教
Review Section/Research Field	Except Principal Investigator Basic Section 60040:Computer system-related
Keywords	Except Principal Investigator ニューラルネットワーク / MLIR / 自動生成 / 高位合成 / メモリ最適化 / ループ最適化 / 融合型 / アクセラレータ / 深層学習 / コンパイラ … More / 集積回路 / 深層学習週 / DNNコンパイラ / DNNトランスレータ / NVAR Mixer / 回路設計手法 / 軽量化DNNモデル / エッジAI Less

高位合成を用いた融合型ニューラルネットワークアクセラレータの自動生成
- Principal Investigator
  
  瀬戸謙修
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Kumamoto University
Research on Design Platform Technologies for Edge AI Systems
- Principal Investigator
  
  Amagasaki Motoki
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Kumamoto University

All 2024 2023 2022

All Journal Article

[Journal Article] Advanced Implementation of DNN Translator using ResNet9 for Edge Devices2024
- Author(s)
  Diana Mery、Kiyama Masato、Amagasaki Motoki、Ito Masayoshi、Morishita Yuki
- Journal Title
  
  International Journal of Networking and Computing
  
  Volume: 14 Issue: 2 Pages: 145-156
- DOI
  10.15803/ijnc.14.2_145
- ISSN
  2185-2839, 2185-2847
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K11956
[Journal Article] A Lightweight Deep Neural Network Using a Mixer-Type Nonlinear Vector Autoregression2023
- Author(s)
  Diana Mery、Amin Ridhwan、Amagasaki Motoki、Kiyama Masato
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 103544-103553
- DOI
  10.1109/access.2023.3318873
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K11956
[Journal Article] `A Deep Neural Network Translator for Edge Site Implementation2023
- Author(s)
  Mery Diana, Masato Kiyama, Motoki Amagasaki, Masayoshi Ito and Yuki Morishita
- Journal Title
  
  Proc. of CANDARW
  
  Volume: CSA93
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K11956
[Journal Article] A Posit Based Multiply-accumulate Unit with Small Quire Size for Deep Neural Networks2022
- Author(s)
  Yasuhiro Nakahara, Yuta Masuda, Masato Kiyama, Motoki Amagasaki and Masahiro Iida
- Journal Title
  
  IPSJ Transactions on System LSI Design Methodology
  
  Volume: 15 Issue: 0 Pages: 16-19
- DOI
  10.2197/ipsjtsldm.15.16
- ISSN
  1882-6687
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K11956

1. Amagasaki Motoki (50467974)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
2. 瀬戸謙修 (10420241)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

KIYAMA MASATO 木山真人

木山真人キヤママサト

Research Projects

Research Products

Co-Researchers

高位合成を用いた融合型ニューラルネットワークアクセラレータの自動生成

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Research on Design Platform Technologies for Edge AI Systems

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Advanced Implementation of DNN Translator using ResNet9 for Edge Devices2024

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] A Lightweight Deep Neural Network Using a Mixer-Type Nonlinear Vector Autoregression2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] `A Deep Neural Network Translator for Edge Site Implementation2023

Author(s)

Journal Title

Data Source

[Journal Article] A Posit Based Multiply-accumulate Unit with Small Quire Size for Deep Neural Networks2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

KIYAMA MASATO 木山 真人

木山 真人 キヤマ マサト

Research Projects

Research Products

Co-Researchers

高位合成を用いた融合型ニューラルネットワークアクセラレータの自動生成

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Research on Design Platform Technologies for Edge AI Systems

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Advanced Implementation of DNN Translator using ResNet9 for Edge Devices2024

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] A Lightweight Deep Neural Network Using a Mixer-Type Nonlinear Vector Autoregression2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] `A Deep Neural Network Translator for Edge Site Implementation2023

Author(s)

Journal Title

Data Source

[Journal Article] A Posit Based Multiply-accumulate Unit with Small Quire Size for Deep Neural Networks2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

KIYAMA MASATO 木山真人

木山真人キヤママサト