Ando Kota 安藤洸太

Researcher Number	20855324
Other IDs
Affiliation (Current)	2026: 北海道大学, 情報科学研究院, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2025: 北海道大学, 情報科学研究院, 准教授
Review Section/Research Field	Principal Investigator Basic Section 60040:Computer system-related Except Principal Investigator Broad Section J
Keywords	Principal Investigator 動的再構成 / 量子化 / 並列処理 / メモリシステム / ニューラルネットワーク / 再構成可能プロセッサ / 再構成型プロセッサ Except Principal Investigator インメモリ計算 / リコンフィギュラブル / アニーリングプロセッサ … More / 離散最適化 / 機械学習 / ハイパーディメンジョナルコンピューティング / アニーリング計算 / 深層ニューラルネット Less

Reconfigurable neural network processor with flexible-granularity parallelismPrincipal Investigator
- Principal Investigator
  
  安藤洸太
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  Hokkaido University
Multi-Disciplinary AI Computing Platform Based on Hyper-dimensional Vector Representation
- Principal Investigator
  
  本村真人
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section J
- Research Institution
  Institute of Science Tokyo

All 2025 2024 2023

All Journal Article Presentation

[Journal Article] Common Bases Hypothesis: exploring multi-task collaborative learning of neural networks2025
- Author(s)
  Arai Fumiya、Hori Atsushi、Marukame Takao、Asai Tetsuya、Ando Kota
- Journal Title
  
  NOLTA
  
  Volume: 16 Issue: 1 Pages: 79-95
- DOI
  10.1587/nolta.16.79
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23H05489, KAKENHI-PROJECT-23K16856
[Journal Article] Variable-parallelism reconfigurable architecture for efficient and flexible CNN acceleration2025
- Author(s)
  Hori A., Inoue Y., Arai F., Marukame T., Asai T., and Ando K.
- Journal Title
  
  Nonlinear Theory and Its Applications, IEICE
  
  Volume: E16-N
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K16856
[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision2024
- Author(s)
  Suzuki Junnosuke、Yu Jaehoon、Yasunaga Mari、Garcia-Arias gnel Lopez、Okoshi Yasuyuki、Kumazawa Shungo、Ando Kota、Kawamura Kazushi、Van Chu Thiem、Motomura Masato
- Journal Title
  
  IEEE Access
  
  Volume: 12 Pages: 2057-2073
- DOI
  10.1109/access.2023.3347578
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KJ1348, KAKENHI-PROJECT-23H05489
[Journal Article] A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems2023
- Author(s)
  OKONOGI Daiki、JIMBO Satoru、ANDO Kota、CHU Thiem Van、YU Jaehoon、MOTOMURA Masato、KAWAMURA Kazushi
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E106.D Issue: 12 Pages: 1969-1978
- DOI
  10.1587/transinf.2023PAP0003
- ISSN
  0916-8532, 1745-1361
- Year and Date
  2023-12-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23H05489
[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge2023
- Author(s)
  Suzuki Junnosuke、Yu Jaehoon、Yasunaga Mari、Garcia-Arias Angel Lopez、Okoshi Yasuyuki、Kumazawa Shungo、Ando Kota、Kawamura Kazushi、Chu Thiem Van、Motomura Masato
- Journal Title
  
  VLSI Symposium
  
  Volume: 1 Pages: 1-1
- DOI
  10.23919/vlsitechnologyandcir57934.2023.10185293
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] ATLAS: Adaptive tuning of layer sharing for multi-task federated learning2025
- Author(s)
  Arai F., Akeno I., Kawai S., Marukame T., Asai T., and Ando K.
- Organizer
  2025 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'25)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] Variable-parallelism memory-centric architecture for deep neural networks2025
- Author(s)
  Hori A., Inoue Y., Arai F., Marukame T., Asai T., and Ando K.
- Organizer
  The 6th International Symposium on Neuromorphic AI Hardware
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] 超高次元計算による分類器の精度向上に向けたエンコード手法の検討2025
- Author(s)
  中村拓真, 丸亀孝生, 浅井哲也, Schmid A., ＊安藤洸太
- Organizer
  電子情報通信学会複雑コミュニケーションサイエンス研究会（IEICE CCS）
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] DNN推論用可変並列性アーキテクチャの提案と評価2025
- Author(s)
  堀篤史, 井上祐, 新井文也, 丸亀孝生, 浅井哲也, 安藤洸太
- Organizer
  電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] タスク間の類似性に着目したマルチタスク協調学習の適応型制御2025
- Author(s)
  新井文也, 明野樹紀, 河合柊成, 丸亀孝生, 浅井哲也, *安藤洸太
- Organizer
  電子情報通信学会非線形問題研究会 (IEICE NLP)
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] ATLAS: Adaptive tuning of layer sharing for multi-task federated learning2025
- Author(s)
  Arai F., Akeno I., Kawai S., Marukame T., Asai T., and ＊Ando K.
- Organizer
  025 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP’25)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] タスク間の類似性に着目したマルチタスク協調学習の適応型制御2025
- Author(s)
  新井文也, 明野樹紀, 河合柊成, 丸亀孝生, 浅井哲也, 安藤洸太
- Organizer
  電子情報通信学会非線形問題研究会
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] ニューラルネットワーク計算のためのメモリ中心型可変並列性CGRAの検討2024
- Author(s)
  堀篤史, 新井文也, 浅井哲也, 安藤洸太
- Organizer
  電子情報通信学会リコンフィギャラブルシステム研究会
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] ニューラルネットワークのための並列性可変型推論アーキテクチャの検討2024
- Author(s)
  堀篤史, 新井文也, 浅井哲也, 安藤洸太
- Organizer
  LSIとシステムのワークショップ
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] Variable-parallelism multiply-accumulation processor for neural networks2024
- Author(s)
  Hori A., Arai F., Asai T., and Ando K.
- Organizer
  The 2024 International Symposium on Nonlinear Theory and Its Applications (NOLTA2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] ニューラルネットワーク計算のためのメモリ中心型可変並列性CGRAの検討2024
- Author(s)
  堀篤史, 新井文也, 浅井哲也, 安藤洸太
- Organizer
  電子情報通信学会リコンフィギャラブルシステム研究会
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] マルチタスク間の共通基底に基づいた協調学習の提案2024
- Author(s)
  新井文也, 堀篤史, 浅井哲也, ＊安藤洸太
- Organizer
  2024年電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-23H05489
[Presentation] Multi-task learning focuses on common bases of neural networks2024
- Author(s)
  Arai F., Hori A., Asai T., and Ando K.
- Organizer
  The 2024 International Symposium on Nonlinear Theory and Its Applications (NOLTA2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K16856
[Presentation] Multi-task learning focuses on common bases of neural networks2024
- Author(s)
  Arai F., Hori A., Asai T., and ＊Ando K.,
- Organizer
  The 2024 International Symposium on Nonlinear Theory and Its Applications (NOLTA2024),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23H05489

1. 本村真人 (90574286)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
2. 安戸僚汰 (00846941)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. CHU ThiemVan (80838235)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. 川村一志 (70803229)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

Ando Kota 安藤 洸太

Research Projects

Research Products

Co-Researchers

Reconfigurable neural network processor with flexible-granularity parallelismPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Multi-Disciplinary AI Computing Platform Based on Hyper-dimensional Vector Representation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Common Bases Hypothesis: exploring multi-task collaborative learning of neural networks2025

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] Variable-parallelism reconfigurable architecture for efficient and flexible CNN acceleration2025

Author(s)

Journal Title

Data Source

[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge2023

Author(s)

Journal Title

DOI

Data Source

[Presentation] ATLAS: Adaptive tuning of layer sharing for multi-task federated learning2025

Author(s)

Organizer

Data Source

[Presentation] Variable-parallelism memory-centric architecture for deep neural networks2025

Author(s)

Organizer

Data Source

[Presentation] 超高次元計算による分類器の精度向上に向けたエンコード手法の検討2025

Author(s)

Organizer

Data Source

[Presentation] DNN推論用可変並列性アーキテクチャの提案と評価2025

Author(s)

Organizer

Data Source

[Presentation] タスク間の類似性に着目したマルチタスク協調学習の適応型制御2025

Author(s)

Organizer

Data Source

[Presentation] ATLAS: Adaptive tuning of layer sharing for multi-task federated learning2025

Author(s)

Organizer

Data Source

[Presentation] タスク間の類似性に着目したマルチタスク協調学習の適応型制御2025

Author(s)

Organizer

Data Source

[Presentation] ニューラルネットワーク計算のためのメモリ中心型可変並列性CGRAの検討2024

Author(s)

Organizer

Data Source

[Presentation] ニューラルネットワークのための並列性可変型推論アーキテクチャの検討2024

Author(s)

Organizer

Ando Kota 安藤洸太