KAN YIRONG ＫＡＮＹＩＲＯＮＧ

Researcher Number	50963732
Other IDs
Affiliation (Current)	2025: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教
Affiliation (based on the past Project Information) *help	2022 – 2023: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教
Review Section/Research Field	Principal Investigator 1001:Information science, computer engineering, and related fields Except Principal Investigator Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords	Principal Investigator Hybrid Driven / Spiking Neural Networks / Neuromorphic Systems / CGRA / Reconfigurable Computing / Spiking Neural Network / Stochastic Computing / Reconfigurable Hardware Except Principal Investigator 超小型 / 離散行列 … More / シリアル演算機構 / 確率的計算 / 再構成可能アーキテクチャ / 非決定論的学習 / ニューラルネットワーク / 確率的デジタル計算 Less

Ultra-small sparse matrix serial computation mechanism with memory transpose
- Principal Investigator
  
  NAKASHIMA YASUHIKO
- Project Period (FY)
  2022 – 2023
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Nara Institute of Science and Technology
Event-Clock Hybrid Driven Reconfigurable Perception-Computation TechnologyPrincipal Investigator
- Principal Investigator
  
  KAN YIRONG
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1001:Information science, computer engineering, and related fields
- Research Institution
  Nara Institute of Science and Technology

All 2023 2022

All Journal Article Presentation

[Journal Article] An Ultra-Compact Calculation Unit with Temporal-Spatial Re-configurability2023
- Author(s)
  Guangxian Zhu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima
- Journal Title
  
  2023 21st IEEE Interregional NEWCAS Conference (NEWCAS)
  
  Volume: 1 Pages: 1-5
- DOI
  10.1109/newcas57931.2023.10198176
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19775
[Journal Article] A Non-deterministic Training Approach for Memory-Efficient Stochastic Neural Networks2023
- Author(s)
  Golbabaei Babak、Zhu Guangxian、Kan Yirong、Zhang Renyuan、Nakashima Yasuhiko
- Journal Title
  
  IEEE International System-On-Chip Conference (SOCC2023)
  
  Volume: 1 Pages: 05-08
- DOI
  10.1109/socc58585.2023.10256838
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19775
[Journal Article] GAND-Nets: Training Deep Spiking Neural Networks with Ternary Weights2022
- Author(s)
  Man Wu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima
- Journal Title
  
  Proc. of 2022 IEEE 35th International System-on-Chip Conferen
  
  Volume: ISBN:978-1-6654-5986-0 Pages: 1-6
- DOI
  10.1109/socc56010.2022.9908132
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K19775
[Journal Article] MuGRA: A Scalable Multi-Grained Reconfigurable Accelerator Powered by Elastic Neural Network2022
- Author(s)
  Kan Yirong、Wu Man、Zhang Renyuan、Nakashima Yasuhiko
- Journal Title
  
  IEEE Transactions on Circuits and Systems I: Regular Papers
  
  Volume: 69 Issue: 1 Pages: 258-271
- DOI
  10.1109/tcsi.2021.3099034
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K11809, KAKENHI-PROJECT-22K21280
[Journal Article] Online Learning of Parameters for Modeling User Preference Based on Bayesian Network2022
- Author(s)
  Kan Yirong、Yue Kun、Wu Hao、Fu Xiaodong、Sun Zhengbao
- Journal Title
  
  International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
  
  Volume: 30 Issue: 02 Pages: 285-310
- DOI
  10.1142/s021848852250012x
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280
[Journal Article] Bisection Neural Network Toward Reconfigurable Hardware Implementation2022
- Author(s)
  Chen Yan、Zhang Renyuan、Kan Yirong、Yang Sa、Nakashima Yasuhiko
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: Early Access Issue: 3 Pages: 1-11
- DOI
  10.1109/tnnls.2022.3195821
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11809, KAKENHI-PROJECT-22K21280, KAKENHI-PROJECT-22H00515
[Presentation] A Non-deterministic Training Approach for Memory-Efficient Stochastic Neural Networks2023
- Author(s)
  Babak Golbabaei, Guangxian Zhu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima
- Organizer
  2023 IEEE 36th International System-on-Chip Conference (SOCC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280
[Presentation] An Ultra-Compact Calculation Unit with Temporal-Spatial Re-configurability2023
- Author(s)
  Guangxian Zhu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima
- Organizer
  2023 21st IEEE Interregional NEWCAS Conference (NEWCAS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280
[Presentation] A Low Latency Spiking Neural Network with Improved Temporal Dynamics2023
- Author(s)
  Yunpeng Yao, Yirong Kan, Guangxian Zhu, Renyuan Zhang
- Organizer
  2023 IEEE 36th International System-on-Chip Conference (SOCC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280
[Presentation] GAND-Nets: Training Deep Spiking Neural Networks with Ternary Weights2022
- Author(s)
  Man Wu, Yirong Kan, Renyuan Zhang, Yasuhiko Nakashima
- Organizer
  2022 IEEE 35th International System-on-Chip Conference (SOCC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280
[Presentation] A Stochastic Coding Method of EEG Signals for Sleep Stage Classification2022
- Author(s)
  Guangxian Zhu, Huijia Wang, Yirong Kan, Zheng Chen, Ming Huang, MD Amin, Naoaki Ono, Shigehiko Kanaya, Renyuan Zhang, Yasuhiko Nakashima
- Organizer
  2022 IEEE 35th International System-on-Chip Conference (SOCC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280
[Presentation] Adaptive spike-like representation of eeg signals for sleep stages scoring2022
- Author(s)
  Lingwei Zhu, Ziwei Yang, Koki Odani, Guang Shi, Yirong Kan, Zheng Chen, Renyuan Zhang
- Organizer
  2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280
[Presentation] Automatic Sleep Staging via Frequency-Wise Spiking Neural Networks2022
- Author(s)
  Haohui Jia, Ziwei Yang, Pei Gao, Man Wu, Chen Li, Yirong Kan, Renyuan Zhang
- Organizer
  2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21280

1. NAKASHIMA YASUHIKO (00314170)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
2. ZHANG Renyuan (00709131)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results

KAN YIRONG ＫＡＮ ＹＩＲＯＮＧ

Research Projects

Research Products

Co-Researchers

Ultra-small sparse matrix serial computation mechanism with memory transpose

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Event-Clock Hybrid Driven Reconfigurable Perception-Computation TechnologyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] An Ultra-Compact Calculation Unit with Temporal-Spatial Re-configurability2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Non-deterministic Training Approach for Memory-Efficient Stochastic Neural Networks2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] GAND-Nets: Training Deep Spiking Neural Networks with Ternary Weights2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] MuGRA: A Scalable Multi-Grained Reconfigurable Accelerator Powered by Elastic Neural Network2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Online Learning of Parameters for Modeling User Preference Based on Bayesian Network2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bisection Neural Network Toward Reconfigurable Hardware Implementation2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] A Non-deterministic Training Approach for Memory-Efficient Stochastic Neural Networks2023

Author(s)

Organizer

Data Source

[Presentation] An Ultra-Compact Calculation Unit with Temporal-Spatial Re-configurability2023

Author(s)

Organizer

Data Source

[Presentation] A Low Latency Spiking Neural Network with Improved Temporal Dynamics2023

Author(s)

Organizer

Data Source

[Presentation] GAND-Nets: Training Deep Spiking Neural Networks with Ternary Weights2022

Author(s)

Organizer

Data Source

[Presentation] A Stochastic Coding Method of EEG Signals for Sleep Stage Classification2022

Author(s)

Organizer

Data Source

[Presentation] Adaptive spike-like representation of eeg signals for sleep stages scoring2022

Author(s)

Organizer

Data Source

[Presentation] Automatic Sleep Staging via Frequency-Wise Spiking Neural Networks2022

Author(s)

Organizer

Data Source

KAN YIRONG ＫＡＮＹＩＲＯＮＧ