Yu Jaehoon 劉載勲

… Alternative Names

YU Jaehoon 劉戴勲

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Researcher Number	70726976
Other IDs
Affiliation (based on the past Project Information) *help	2019 – 2023: 東京工業大学, 科学技術創成研究院, 准教授 2013 – 2018: 大阪大学, 情報科学研究科, 助教 2015: 大阪大学, 大学院情報科学研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 60040:Computer system-related / Perceptual information processing Except Principal Investigator Computer system / Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords	Principal Investigator アクセラレータ / ニューラルネットワーク / 超高エネルギー効率 / 非積和型 / DNNアクセラレータ / エネルギー効率 / 非積和 / DNN / 訓練データ削減 / 蒸留 … More / Deep Neural Network / 電力効率 / 近似計算 / ハードウェアアクセラレータ / NPU / 推論アクセラレータ / 深層学習 / 近似コンピューティング / 深層ニューラルネットワーク / システムアーキテクチャ / コンピュータビジョン / アルゴリズム / ACF / 物体追跡 / 特徴抽出 / FPGA実装 / ブースティング決定木 / 集約チャンネル特徴 / 輝度勾配ヒストグラム特徴記述子 / 物体検出 / パターン認識 / 画像処理 / ハードウェア / 機械学習 / 組込みシステム / 物体認識 … More Except Principal Investigator タスク割当 / 組込みシステム / 情報システム / 情報センシングデバイス / データ圧縮手法 / 専用プロセッサ設計 / 低消費電力量化 / スケジューリング / 高信頼性 / マルチプロセッサ・システム / タスク割り当て / ＬＳＩ設計技術 / 統計的実行時間見積り手法 / 実行時間ばらつき / LSI設計技術 Less

超高次元分散ベクトル表現に基づくAIコンピューティングの研究
- Principal Investigator
  
  本村真人
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Tokyo Institute of Technology
Ultra energy-efficient DNN accelerator based on non-product-sum-type arithmeticPrincipal Investigator
- Principal Investigator
  
  劉載勲
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Tokyo Institute of Technology
Development of Deep Neural Network Accelerator Utilizing Approximate ComputingPrincipal Investigator
- Principal Investigator
  
  YU JAEHOON
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Tokyo Institute of Technology
Study for Low Energy Information Sensing for IoT Devices
- Principal Investigator
  
  YOSHINORI TAKEUCHI
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Computer system
- Research Institution
  Kindai University
  Osaka University
Hardware-oriented Algorithms and Implementation Methodology for Object RecognitionPrincipal Investigator
- Principal Investigator
  
  Yu Jaehoon
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Perceptual information processing
- Research Institution
  Osaka University
Higher Reliable Task Assignment Method for Embedded Multiprocessor
- Principal Investigator
  
  TAKEUCHI YOSHINORI
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Computer system
- Research Institution
  Osaka University
Research for Task assignment methods considering input data variability
- Principal Investigator
  
  IMAI Masaharu
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Computer system
- Research Institution
  Osaka University

All 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article Presentation Patent

[Journal Article] Recurrent Residual Networks Contain Stronger Lottery Tickets2023
- Author(s)
  Garcia-Arias Angel Lopez、Okoshi Yasuyuki、Hashimoto Masanori、Motomura Masato、Yu Jaehoon
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 16588-16604
- DOI
  10.1109/access.2023.3245808
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22H03555
[Journal Article] Logarithm-approximate floating-point multiplier is applicable to power-efficient neural network training2020
- Author(s)
  Cheng TaiYu、Masuda Yukata、Chen Jun、Yu Jaehoon、Hashimoto Masanori
- Journal Title
  
  Integration
  
  Volume: 74 Pages: 19-31
- DOI
  10.1016/j.vlsi.2020.05.002
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04079
[Journal Article] Hardware Architecture for High-Speed Object Detection Using Decision Tree Ensemble2018
- Author(s)
  MITSUNARI Koichi、YU Jaehoon、ONOYE Takao、HASHIMOTO Masanori
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E101.A Issue: 9 Pages: 1298-1307
- DOI
  10.1587/transfun.E101.A.1298
- NAID
  130007479511
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2018-09-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16085
[Journal Article] Decomposed Vector Histograms of Oriented Gradients for Efficient Hardware Implementation2018
- Author(s)
  MITSUNARI Koichi、TAKEUCHI Yoshinori、IMAI Masaharu、YU Jaehoon
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E101.A Issue: 11 Pages: 1766-1775
- DOI
  10.1587/transfun.E101.A.1766
- NAID
  130007503081
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2018-11-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16085
[Patent] ニューラルネットワーク回路装置2021
- Inventor(s)
  本村真人、劉載勲
- Industrial Property Rights Holder
  本村真人、劉載勲
- Industrial Property Rights Type
  特許
- Filing Date
  2021
- Data Source
  KAKENHI-PROJECT-19H04079
[Patent] 勾配方向ヒストグラム生成装置及び勾配方向ヒストグラム生成方法2017
- Inventor(s)
  劉載勲，光成浩一，武内良典，今井正治
- Industrial Property Rights Holder
  劉載勲，光成浩一，武内良典，今井正治
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2017-127405
- Filing Date
  2017
- Data Source
  KAKENHI-PROJECT-16K16085
[Presentation] Multicoated Supermasks Enhance Hidden Networks2022
- Author(s)
  Yasuyuki Okoshi, Angel Lopez Garcia-Arias, Kazutoshi Hirose, Kota Ando, Kazushi Kawamura, Thiem Van Chu, Masato Motomura, Jaehoon Yu
- Organizer
  ICML
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22H03555
[Presentation] Hiddenite: 4K-PE Hidden Network Inference 4D-Tensor Engine Exploiting On-Chip Model Construction Achieving 34.8-to-16.0TOPS/W for CIFAR-100 and ImageNet2022
- Author(s)
  Hirose Kazutoshi、Yu Jaehoon、Ando Kota、Okoshi Yasuyuki、Garcia-Arias Angel Lopez、Suzuki Junnosuke、Chu Thiem Van、Kawamura Kazushi、Motomura Masato
- Organizer
  2022 IEEE International Solid- State Circuits Conference (ISSCC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04079
[Presentation] ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation2020
- Author(s)
  Junnosuke Suzuki , Kota Ando , Kazutoshi Hirose , Kazushi Kawamura , Thiem Van Chu , Masato Motomura , Jaehoon Yu
- Organizer
  International Symposium on Computing and Networking (CANDAR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04079
[Presentation] Minimizing Power for Neural Network Training with Logarithm-Approximate Floating-Point Multiplier2020
- Author(s)
  TaiYu Cheng, Jaehoon Yu, Masanori Hashimoto
- Organizer
  IEEE International Symposium on Circuits and Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04079
[Presentation] Distilling Knowledge for Non-Neural Networks2019
- Author(s)
  Shota Fukui ; Jaehoon Yu ; Masanori Hashimoto
- Organizer
  2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04079
[Presentation] Minimizing Power for Neural Network Training with Logarithm-Approximate Floating-Point Multiplier2019
- Author(s)
  TaiYu Cheng ; Jaehoon Yu ; Masanori Hashimoto
- Organizer
  2019 29th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04079
[Presentation] Training Data Reduction using Support Vectors for Neural Networks2019
- Author(s)
  Toranosuke Tanio ; Kouya Takeda ; Jeahoon Yu ; Masanori Hashimoto
- Organizer
  2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04079
[Presentation] Hardware Architecture for Fast General Object Detection Using Aggregated Channel Features2018
- Author(s)
  MITSUNARI Koichi、YU Jaehoon、HASHIMOTO Masanori
- Organizer
  IEEE Asian Solid-State Circuits Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16085
[Presentation] Vision-based Comprehensive Framework for Senior Driver Assistance2016
- Author(s)
  Mitsuhiko Koga, Takao Onoye, Jaehoon Yu, Toshitaka Azuma, and Eric Aliwarga
- Organizer
  European Congress and Exhibition on Intelligent Transport Systems and Services
- Place of Presentation
  Glasgow, Scotland
- Year and Date
  2016-06-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16085
[Presentation] Proposal of an Efficient Clock-Gating Mechanism for Multi-Core Processors to reduce Power Supply Noise2016
- Author(s)
  Jun Kawabe, Yoshinori Takeuchi, Jaehoon Yu, Masaharu Imai
- Organizer
  The 20th Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI 2016)
- Place of Presentation
  Kyoto Research Park, Kyoto, Japan
- Year and Date
  2016-10-24
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26330064
[Presentation] Influence of Numerical Precision on Machine Learning and Embedded Systems2016
- Author(s)
  Koichi Mitsunari, and Jaehoon Yu
- Organizer
  International Workshop on Smart Info-Media Systems in Asia
- Place of Presentation
  Classic Kameo Hotel & Serviced Apartments, Ayutthaya, Thailand
- Year and Date
  2016-09-14
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16085
[Presentation] Object Tracking based on Path Similarity of Boosted Decision Trees Inproceedings2016
- Author(s)
  Koichi Mitsunari, Jaehoon Yu, Yoshinori Takeuchi, and Masaharu Imai
- Organizer
  International Technical Conference on Circuits/Systems, Computers and Communications
- Place of Presentation
  Okinawa Pref. Municipal Center(沖縄県那覇市)
- Year and Date
  2016-07-10
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16085
[Presentation] System Design of Vision-based Framework for Senior Driver Assistance2016
- Author(s)
  Eric Aliwarga, Koichi Mitsunari, Jaehoon Yu, Takao Onoye, Toshitaka Azuma, and Mitsuhiko Koga
- Organizer
  Workshop on Synthesis And System Integration of Mixed Information technologies
- Place of Presentation
  Kyoto Research Park(京都市)
- Year and Date
  2016-10-24
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16085
[Presentation] 源ノイズ削減のためのマルチコアプロセッサ向けクロックゲーティング機構の提案2016
- Author(s)
  川部純, 武内良典, 劉載勲, 今井正治
- Organizer
  DAシンポジウム2016
- Place of Presentation
  山代温泉　ゆのくに天祥
- Year and Date
  2016-09-14
- Data Source
  KAKENHI-PROJECT-26330064

1. TAKEUCHI Yoshinori (70242245)

# of Collaborated Projects: 4 results

# of Collaborated Products: 3 results
2. IMAI Masaharu (50126926)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
3. 本村真人 (90574286)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
4. 橋本昌宜 (80335207)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
5. CHU ThiemVan (80838235)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. Onoye Takao

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results

Yu Jaehoon 劉 載勲

YU Jaehoon 劉 戴勲

Research Projects

Research Products

Co-Researchers

超高次元分散ベクトル表現に基づくAIコンピューティングの研究

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Ultra energy-efficient DNN accelerator based on non-product-sum-type arithmeticPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Deep Neural Network Accelerator Utilizing Approximate ComputingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Study for Low Energy Information Sensing for IoT Devices

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Hardware-oriented Algorithms and Implementation Methodology for Object RecognitionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Higher Reliable Task Assignment Method for Embedded Multiprocessor

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Research for Task assignment methods considering input data variability

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Recurrent Residual Networks Contain Stronger Lottery Tickets2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Logarithm-approximate floating-point multiplier is applicable to power-efficient neural network training2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Hardware Architecture for High-Speed Object Detection Using Decision Tree Ensemble2018

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] Decomposed Vector Histograms of Oriented Gradients for Efficient Hardware Implementation2018

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Patent] ニューラルネットワーク回路装置2021

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Yu Jaehoon 劉載勲

YU Jaehoon 劉戴勲