Ando Kota

アンドウコウタ | Ando Kota

Affiliation and department：
Research theme for competitive and other funds (4)：

2023 - 2028 Multi-Disciplinary AI Computing Platform Based on Hyper-dimensional Vector Representation
2023 - 2028 Reconfigurable neural network processor with flexible-granularity parallelism
2022 - 2025 協調エッジAI学習によるユーザ主体データ利活用基盤
2018 - 2021 ニューラルネットワークの高効率インメモリ・リコンフィギャラブルプロセッサの研究

Papers (24)：

Yamakawa S., Ando K., Akai-Kasaya M., Asai T. A novel small-signal detection method using divergence properties of second-order linear differential equations. Electronics Letters. 2023. 59. 16. e12928-1-4
Hagiwara N., Asai T., Ando K., Akai-Kasaya M. Fabrication and training of 3D conductive polymer networks for neuromorphic wetware. Advanced Functional Materials. 2023. 33. 02300903-(10 pages)
Kazushi Kawamura, Jaehoon Yu, Daiki Okonogi, Satoru Jimbo, Genta Inoue, Akira Hyodo, Ángel López Garcı́a-Arias, Kota Ando, Bruno Hideki Fukushima-Kimura, Ryota Yasudo, et al. Amorphica: 4-replica 512 fully connected spin 336MHz metamorphic annealer with programmable optimization strategy and compressed-spin-transfer multi-chip extension. 2023 IEEE International Solid-State Circuits Conference (ISSCC). 2023. 42-43
Yan J., Ando K., Yu J., Motomura M. TT-MLP: Tensor Train Decomposition on Deep MLPs. IEEE Access. 2023. 11. 10398-10411
Jimbo S., Okonogi D., Ando K., Chu T.V., Yu J., Motomura M., Kawamura K. A Hybrid Integer Encoding Method for Obtaining High-quality Solutions of Quadratic Knapsack Problems on Solid-state Annealers. IEICE Transactions on Information and Systems. 2022. E105-D. 12. 2019-2031

ｍore...

Lectures and oral presentations (70)：

多重量子化オプティマイザを用いたエッジAIオンライン学習アーキテクチャの提案
(電子情報通信学会集積回路研究会(デザインガイア2023) 2023)
Emotional Affective Models Based on Cellular Automata for Social Health Management
(2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023), 2023)
Stochastic Memory Devices with Simple Bistable Analog Circuits
(2023 International Symposium on Nonlinear Theory and Its Applications (NOLTA2023), 2023)
A novel nonlinear small-signal detection circuit using divergence properties of second-order linear differential equations
(5th International Conference on Microelectronics Devices & Technology (MicDAT' 2023) 2023)
Growth of 3D Conductive Polymer Fiber Networks towards Neuromorphic Wetware
(Neuromorphic Organic Devices 2023)

ｍore...

Education (4)：

2019 - 2021 Tokyo Institute of Technology School of Engineering
2018 - 2019 Hokkaido University Graduate School of Information Science and Technology Division of Electronics for Informatics
2016 - 2018 Hokkaido University Graduate School of Information Science and Technology Division of Electronics for Informatics
2012 - 2016 Hokkaido University School of Engineering Department of Electronics and Information Engineering

Professional career (1)：

Work history (3)：

2024/02 - 現在 Hokkaido University Faculty of Information Science and Technology Associate Professor
2022/04 - 2024/02 Hokkaido University Faculty of Information Science and Technology
2021/04 - 2022/03 Tokyo Institute of Technology Institute of Innovative Research

Awards (6)：

2018/12/13 - The 2018 International Conference on Field-Programmable Technology (FPT'18) FPT'18 - Best Paper Award Dither NN: An Accurate Neural Network with Dithering for Low Bit-Precision Hardware
2018/05/15 - 電子情報通信学会 LSIとシステムのワークショップ2018 - ICDポスター賞(学生部門)最優秀賞ディザ拡散を用いた組み込み向け二値化ニューラルネットワークの高精度化手法の検討
2018/03/22 - 平成29年度北海道大学大学院情報科学研究科研究科長賞(修士)
2017/09/25 - 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優秀講演賞二値化ニューラルネットワークアクセラレータのアーキテクチャ検討
2016/09/05 - 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優秀講演賞深層畳込みニューラルネットワークに向けたデータ流再構成型演算器アレイアーキテクチャ

Show all

Association Membership(s) (2)：

Institute of Electrical and Electronics Engineers , 電子情報通信学会

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page