SETO KENSHU 瀬戸謙修

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SETO Kenshu 瀬戸謙修

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Researcher Number	10420241
Other IDs
Affiliation (Current)	2025: 熊本大学, 半導体・デジタル研究教育機構, 准教授
Affiliation (based on the past Project Information) *help	2024: 熊本大学, 半導体・デジタル研究教育機構, 准教授 2019 – 2021: 東京都市大学, 理工学部, 講師 2016 – 2019: 東京都市大学, 工学部, 講師 2009 – 2013: 東京都市大学, 工学部, 講師
Review Section/Research Field	Principal Investigator Basic Section 60040:Computer system-related / Computer system / Computer system/Network Except Principal Investigator Applied materials science/Crystal engineering
Keywords	Principal Investigator 高位合成 / アクセラレータ / ニューラルネットワーク / MLIR / 自動生成 / オンチップメモリ / オンチップメモリ削減 / システムオンチップ / メモリ分割 / スカラリプレイス / メモリアクセス最適化 / ループパイプライン化 / SoC … More Except Principal Investigator … More 高誘電率絶縁膜 / マイクロディスク / 光電子融合デバイス / 導波路 / 微小共振器 / 歪み / シミュレーション / フォトニック結晶 / 量子ドット / ゲルマニウム 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
- 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
Fused-layer neural network accelerators with reduced on-chip memoriesPrincipal Investigator
- Principal Investigator
  
  Kenshu Seto
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Tokyo City University
Memory access optimizations for VLSI design with high-level synthesisPrincipal Investigator
- Principal Investigator
  
  SETO Kenshu
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Computer system
- Research Institution
  Tokyo City University
Custom Instruction Generation for Multiprocessor SoCsPrincipal Investigator
- Principal Investigator
  
  KENSHU Seto
- Project Period (FY)
  2012 – 2013
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Computer system/Network
- Research Institution
  Tokyo City University
Demonstration of innovative Germanium optoelectronic devices and developments of simulation technologies
- Principal Investigator
  
  SHIRAKI Yasuhiro
- Project Period (FY)
  2009 – 2012
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Applied materials science/Crystal engineering
- Research Institution
  Tokyo City University

All 2021 2020 2019 2018 2017 2016 2014 2013 Other

All Journal Article Presentation

[Journal Article] A Survey on System-Level Design of Neural Network Accelerators2021
- Author(s)
  Kenshu Seto
- Journal Title
  
  Journal of Integrated Circuits and Systems
  
  Volume: 16 Issue: 2 Pages: 1-10
- DOI
  10.29292/jics.v16i2.505
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11885
[Journal Article] Shift Register Initialization in Scalar Replacement for Reducing Code Size2020
- Author(s)
  Kenshu Seto
- Journal Title
  
  IPSJ Transactions on System LSI Design Methodology
  
  Volume: 13 Issue: 0 Pages: 2-9
- DOI
  10.2197/ipsjtsldm.13.2
- NAID
  130007803330
- ISSN
  1882-6687
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K00084
[Journal Article] Message from the Editor-in-Chief2019
- Author(s)
  Kenshu Seto
- Journal Title
  
  IPSJ Transactions on System LSI Design Methodology
  
  Volume: 12 Issue: 0 Pages: 1-1
- DOI
  10.2197/ipsjtsldm.12.1
- NAID
  130007603027
- ISSN
  1882-6687
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K00084
[Journal Article] Area Reduction Technique for Digital Circuit Part in Non-Binary Analog-to-Digital Converter2019
- Author(s)
  Shindo Yuji、Seto Kenshu、San Hao
- Journal Title
  
  IEEJ Transactions on Electronics, Information and Systems
  
  Volume: 139 Issue: 1 Pages: 76-82
- DOI
  10.1541/ieejeiss.139.76
- NAID
  130007542148
- ISSN
  0385-4221, 1348-8155
- Year and Date
  2019-01-01
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00084
[Journal Article] Scalar Replacement with Circular Buffers2019
- Author(s)
  Seto Kenshu
- Journal Title
  
  IPSJ Transactions on System LSI Design Methodology
  
  Volume: 12 Issue: 0 Pages: 13-21
- DOI
  10.2197/ipsjtsldm.12.13
- NAID
  130007603116
- ISSN
  1882-6687
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K00084
[Journal Article] Forwarding Unit Generation for Loop Pipelining in High-Level Synthesis2014
- Author(s)
  Shingo Kusakabe, Kenshu Seto
- Journal Title
  
  IPSJ Transactions on System LSI Design Methodology
  
  Volume: 7
- NAID
  130004705276
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700054
[Journal Article] Loop Fusion with Outer Loop Shifting for High-level Synthesis2013
- Author(s)
  Yuta Kato, Kenshu Seto
- Journal Title
  
  IPSJ Transactions on System LSI Design Methodology
  
  Volume: 6 Issue: 0 Pages: 71-75
- DOI
  10.2197/ipsjtsldm.6.71
- NAID
  130003369392
- ISSN
  1882-6687
- Language
  English
- Data Source
  KAKENHI-PROJECT-24700054
[Journal Article] Forwarding Unit Generation for Loop Pipelining in High-Level Synthesis2013
- Author(s)
  S. Kusakabe, K. Seto
- Journal Title
  
  IPSJ Transactions on System LSI Design Methodology
  
  Volume: Vol. 8(印刷中)
- NAID
  130004705276
- URL
  https://www.jstage.jst.go.jp/browse/ipsjtsldm
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] 高位合成を用いたハードウェア設計における三角ループ向けスカラリプレイス2021
- Author(s)
  坂部光, 瀬戸謙修
- Organizer
  第195回システムとLSIの設計技術研究発表会
- Data Source
  KAKENHI-PROJECT-19K11885
[Presentation] ループ平坦化によるLLVM/Pollyにおけるループ融合の促進2021
- Author(s)
  伊澤昇平, 外處尭之, 瀬戸謙修, 立岡真人, 西田嘉人
- Organizer
  システムとLSIの設計技術研究会 (IPSJ-SLDM)
- Data Source
  KAKENHI-PROJECT-19K11885
[Presentation] モンテカルロ木探索と整数線形計画法の組み合わせによる最適スケジューリング2021
- Author(s)
  松岡尚典, 瀬戸謙修
- Organizer
  第195回システムとLSIの設計技術研究発表会
- Data Source
  KAKENHI-PROJECT-19K11885
[Presentation] ループ平坦化におけるループ回数の2のべき乗化による回路最適化2021
- Author(s)
  伊澤昇平, 瀬戸謙修
- Organizer
  第196回システムとLSIの設計技術研究発表会（デザインガイア2021）
- Data Source
  KAKENHI-PROJECT-19K11885
[Presentation] Scalar Replacement in the Presence of Multiple Write Accesses for Accelerator Design with High-level Synthesis2021
- Author(s)
  Kenshu Seto
- Organizer
  DATE 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11885
[Presentation] 依存グラフのスケジュール変換による畳み込み処理向けメモリアクセス最適化2020
- Author(s)
  外處尭之, 瀬戸謙修
- Organizer
  システムとLSIの設計技術研究会 (IPSJ-SLDM)
- Data Source
  KAKENHI-PROJECT-19K11885
[Presentation] 畳み込みニューラルネットワークにおける重みカーネルの分布に基づいた層ごとの最適なプルーニング2020
- Author(s)
  五十嵐碧, 瀬戸謙修
- Organizer
  電気学会全国大会
- Data Source
  KAKENHI-PROJECT-19K11885
[Presentation] Simultaneous Application of Memory Partitioning and Scalar Replacement2019
- Author(s)
  Yuji Toda, Kenshu Seto
- Organizer
  TJCAS 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00084
[Presentation] Small Memory Footprint Neural Network Accelerators2019
- Author(s)
  Kenshu Seto, Hamid Nejatollahi, Jiyoung A, Sujin Kang, Nikil Dutt
- Organizer
  International Symposium on Quality Electronic Design (ISQED)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00084
[Presentation] 高位合成における多重ループに対するパイプライン処理時のサイクル数オーバーヘッド削減を行うループ平坦化ツールの開発2018
- Author(s)
  石川大輔, 瀬戸謙修
- Organizer
  電子情報通信学会 VLD研究会
- Data Source
  KAKENHI-PROJECT-16K00084
[Presentation] Scalar Replacement with Array Dataflow Analysis for Hardware Synthesis2017
- Author(s)
  Kenshu Seto
- Organizer
  Forum on specification & Design Languages (FDL) 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00084
[Presentation] β展開に基づくAD変換器のルックアップテーブル除去によるデジタル回路部の面積削減2017
- Author(s)
  進藤佑司, 瀬戸謙修, 傘昊
- Organizer
  デザインガイア2017
- Data Source
  KAKENHI-PROJECT-16K00084
[Presentation] 計算と通信を同時に行うハードウェアを生成するメモリアクセス最適化技術2016
- Author(s)
  石川大輔, 瀬戸謙修
- Organizer
  第29回回路とシステムワークショップ
- Place of Presentation
  北九州国際会議場（福岡県）
- Year and Date
  2016-05-12
- Data Source
  KAKENHI-PROJECT-16K00084
[Presentation] 高位合成によるアクセラレータ設計を対象としたサイクル数削減およびバッファサイズ最小化のためのデータ転送最適化手法2016
- Author(s)
  石川大輔, 瀬戸謙修
- Organizer
  デザインガイア2016
- Place of Presentation
  立命館大学　茨木キャンパス（大阪府）
- Year and Date
  2016-11-30
- Data Source
  KAKENHI-PROJECT-16K00084
[Presentation] ループパイプライン化における開始間隔短縮のためのデータ依存緩和技術2013
- Author(s)
  日下部真吾,瀬戸謙修
- Organizer
  2013-SLDM-161(10)
- Place of Presentation
  (pp. 1-6)
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] 高位合成のループパイプライン化におけるフォワーディングユニット生成技術2013
- Author(s)
  日下部真吾,外山知人,瀬戸謙修
- Organizer
  信学技報
- Place of Presentation
  (Vol. 113, No. 320, 2013, pp. 245-249)
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] Forwarding Unit Generation with Runtime Dependency Analysis in High-Level Synthesis2013
- Author(s)
  S. Kusakabe, K. Seto
- Organizer
  Proceedings of SASIMI 2013
- Place of Presentation
  (pp. 226-230)
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] Forwarding Unit Generation with Runtime Dependency Analysis in High-Level Synthesis
- Author(s)
  Shingo Kusakabe, Kenshu Seto
- Organizer
  SASIMI 2013 (The 18th Workshop on Synthesis And System Integration of Mixed Information technologies)
- Place of Presentation
  北海道, 札幌ガーデンパレス
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] ループパイプライン化における開始間隔短縮のためのデータ依存緩和技術
- Author(s)
  日下部真吾，瀬戸謙修
- Organizer
  電子情報通信学会　VLSI設計技術研究会
- Place of Presentation
  福岡, 北九州国際会議場
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] 高位合成前のループタイリングによる性能制約下でのレジスタ数削減
- Author(s)
  望月俊啓，瀬戸謙修
- Organizer
  DAシンポジウム2012
- Place of Presentation
  岐阜, 水明館
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] 配列アクセス実行条件の厳密な解析に基づくスカラリプレイス技術
- Author(s)
  竹鼻宏晃，瀬戸謙修
- Organizer
  デザインガイア2012
- Place of Presentation
  福岡, 九州大学
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] 高位合成のループパイプライン化におけるフォワーディングユニット生成技術
- Author(s)
  日下部真吾, 外山知人, 瀬戸謙修
- Organizer
  デザインガイア2013 -VLSI設計の新しい大地-
- Place of Presentation
  鹿児島, 鹿児島県文化センター
- Data Source
  KAKENHI-PROJECT-24700054
[Presentation] WAR依存を持つ配列アクセスの削減手法
- Author(s)
  大川貴之，瀬戸謙修
- Organizer
  電子情報通信学会　VLSI設計技術研究会
- Place of Presentation
  岩手, ホテルルイズ
- Data Source
  KAKENHI-PROJECT-24700054

1. SHIRAKI Yasuhiro (00206286)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. MARUIZUMI Takuya (00398893)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. NOHIRA Hiroshi (30241110)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. SAWANO Kentarou (90409376)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. XU Xuejun (80593334)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. XIA Jinsong (00434184)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. NAKAGAWA Kitokazu (40324181)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. MATSUI Toshiaki (20358922)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. MIYATA Noriyuki (40358130)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. USAMI Noritaka (20262107)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 尼崎太樹 (50467974)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 木山真人 (30363534)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

SETO KENSHU 瀬戸 謙修

SETO Kenshu 瀬戸 謙修

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Fused-layer neural network accelerators with reduced on-chip memoriesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Memory access optimizations for VLSI design with high-level synthesisPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Custom Instruction Generation for Multiprocessor SoCsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Demonstration of innovative Germanium optoelectronic devices and developments of simulation technologies

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] A Survey on System-Level Design of Neural Network Accelerators2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Shift Register Initialization in Scalar Replacement for Reducing Code Size2020

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Message from the Editor-in-Chief2019

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Area Reduction Technique for Digital Circuit Part in Non-Binary Analog-to-Digital Converter2019

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] Scalar Replacement with Circular Buffers2019

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Forwarding Unit Generation for Loop Pipelining in High-Level Synthesis2014

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Loop Fusion with Outer Loop Shifting for High-level Synthesis2013

Author(s)

SETO KENSHU 瀬戸謙修

SETO Kenshu 瀬戸謙修