Takeuchi Ken

タケウチケン | Takeuchi Ken

Affiliation and department：
Job title：教授

Research field (1)： Electronic devices and equipment

Research keywords (3)：集積回路 , 電子デバイス , コンピューティング

Research theme for competitive and other funds (3)：

2020 - 2024 ハードソフト連携・精緻な電子制御による不揮発性メモリシステムのエラー最小化の研究
2014 - 2019 Research on integrated circuit system with new nano-materials for real-time big-data processing
2008 - 2012 Research on 3D-integrated Silicon Nano LSI System

Papers (263)：

Yuya ICHIKAWA, Ayumu YAMADA, Naoko MISAWA, Chihiro MATSUI, Ken TAKEUCHI. REM-CiM: Attentional RGB-Event Fusion Multi-Modal Analog CiM for Area/Energy-Efficient Edge Object Detection during Both Day and Night. IEICE Transactions on Electronics. 2024. E107.C. 10. 426-435
Ayumu YAMADA, Zhiyuan HUANG, Naoko MISAWA, Chihiro MATSUI, Ken TAKEUCHI. Comprehensive Analysis of Read Fluctuations in ReRAM CiM by Using Fluctuation Pattern Classifier. IEICE Transactions on Electronics. 2024. E107.C. 10. 416-425
Fuyuki KIHARA, Chihiro MATSUI, Ken TAKEUCHI. 3D Parallel ReRAM Computation-in-Memory for Hyperdimensional Computing. IEICE Transactions on Electronics. 2024. E107.C. 10. 436-439
Adil Padiyal, Ayumu Yamada, Naoko Misawa, Chihiro Matsui, Ken Takeuchi. Assessment of inference accuracy and memory capacity of computation-in-memory enabled neural network due to quantized weights, gradients, input and output signals, and memory non-idealities. Japanese Journal of Applied Physics. 2024. 63. 4. 04SP15-04SP15
Kenshin Yamauchi, Ayumu Yamada, Naoko Misawa, Seong-Kun Cho, Kasidit Toprasertpong, Shinichi Takagi, Chihiro Matsui, Ken Takeuchi. Co-design of SLC/MLC FeFET-based highly error-tolerant low-power CiM and strong lottery ticket hypothesis-based algorithm. Japanese Journal of Applied Physics. 2024. 63. 4. 04SP06-04SP06

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MISC (35)：

竹内健. アップル、iPhone Xの発売と東芝メモリへの出資の相似形. アゴラ言論プラットフォーム. 2017
竹内健. 夏休みは大学のオープンキャンパスに行こう. アゴラ言論プラットフォーム. 2017
竹内健. 潮目が変わって来た日本の半導体. アゴラ言論プラットフォーム. 2017
TAKISHITA Hirofumi, TANAKAMARU Shuhei, HOSAKA Shogo, JOHGUCHI Koh, TAKEUCHI Ken. Analysis of Relation between Performance and Reliability of NAND Flash memory/Storage-class memory Hybrid SSD. Technical report of IEICE. ICD. 2015. 114. 436. 7-12
SEA-SSD: A Storage Engine Assisted SSD with Application-Coupled Simulation Platform. IPSJ SIG Notes. 2015. 2015. 1. 1-6

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Patents (10)：

半導体記憶装置およびその制御方法
不揮発性記憶装置およびその制御方法
メモリコントローラ,データ記憶装置およびメモリの制御方法
半導体記憶装置およびその制御方法
データ記憶システムおよびその制御方法

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Books (11)：

3D Flash Memories
Springer 2016
10年後、生き残る理系の条件
朝日新聞出版 2016
Emerging Nanoelectronic Devices
John Wiley & Sons 2013
半導体ストレージ 2014
日経BP社 2013
未来予測レポートメガトレンド半導体 2014-2023
日経BP社 2013

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Lectures and oral presentations (463)：

Automated Recipe Creation and Verification of Single Wafer Wet Etching: Ensemble Learning with Backcasting and Forecasting AIs Using Scarce Data
(IEEE Silicon Nanoelectronics Workshop (SNW) Poster 2024)
Embedded Transformer Hetero-CiM: SRAM CiM for 4b Read/Write-MAC Self-attention and MLC ReRAM CiM for 6b Read-MAC Linear&FC Layers
(IEEE International Memory Workshop Poster 2024)
Non-volatile Memory-based Analog Computation-in-Memory (CiM) for Edge AI Applications
(IEEE International Memory Workshop Tutorial 2024)
Approximate Random Weight Generator & CiM Integration for Neuromorphic Computing
(IEEE Symp. on Low-Power and High-Speed Chips and Systems (Cool Chips 27) Poster 2024)
Compact Edge Vision Transformer Design for Non-volatile Computation-in-Memory
(IEEE Symp. on Low-Power and High-Speed Chips and Systems (Cool Chips 27) Poster 2024)

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Education (3)：

2001 - 2003 スタンフォード大学経営大学院
1991 - 1993 The University of Tokyo Graduate School, Division of Engineering 物理工学専攻
1987 - 1991 The University of Tokyo Faculty of Engineering 物理工学科

Professional career (3)：

Master of Business Administration (スタンフォード大学)
経営学修士 (スタンフォード大学)
大学院工学系研究科電子工学専攻博士(工学) (東京大学)

Work history (9)：

2020/04 - 東京大学大学院工学系研究科電気系工学専攻教授
2012/04 - 2020/03 中央大学理工学部教授
2008/04 - 2012/03 東京大学工学部電気電子工学科(兼担)
2008/04 - 2012/03 東京大学大学院新領域創成科学研究科基盤情報学専攻(兼担)
2008/04 - 2012/03 東京大学大学院工学系研究科電気系工学専攻准教授

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Awards (14)：

2024/04 - IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips 27) Best Poster Award Approximate Random Weight Generator & CiM Integration for Neuromorphic Computing
2021/06 - IEEE Symp. on VLSI Technology Best Demo Paper Award Energy-Efficient Reliable HZO FeFET Computation-in-Memory with Local Multiply & Global Accumulate Array for Source-Follower & Charge-Sharing Voltage Sensing
2020/12 - 第32回コンピュータシステム・シンポジウム (ComSys2020) 最優秀ポスター発表賞 ReRAMセルの信頼性ばらつきを許容する機械学習向け高速Approximateストレージ
2020/04 - IEEE COOL Chips 23 Best Poster Award ReRAM Cell Reliability Variation Tolerated High-Speed Approximate Storage for Machine Learning
2017/09/13 - 電子情報通信学会電子情報通信学会エレクトロニクスソサイエティ賞多値NAND型フラッシュメモリとSSDシステムへの応用に関する先駆的研究

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Association Membership(s) (22)：

IEEE International Solid-State Circuits Conference (ISSCC) , IEEE Journal of Solid-State Circuits (JSSC) , IEICE , 電子情報通信学会総合大会企画講演会「エマージングメモリと3次元集積メモリ」 , 電子情報通信学会超長期保管メモリ時限研究専門委員会 , Integrated Circuits and Devices in Vietnam (ICDV) , International Conference on Pervasive and Embedded Computing and Communication Systems(PECCS) , 電子情報通信学会 IEICE Electronics Express (ELEX) , International Meeting for Future of Electron Devices, Kansai (IMFEDK) , IEEE International Memory Workshop (IMW) , IEEE Asian Solid-State Circuits Conference (ASSCC) , IEEE Non-Volatile Memory Technology Symposium (NVMTS) , 電子情報通信学会和文論文小特集編集委員会 , IEEE International Symposium on Circuits and Systems (ISCAS) , International Technology Roadmap for Semiconductors (ITRS) Emerging Research Devices (ERD) , IEEE Symposium on VLSI Circuits , IEEE Custom Integrated Circuits Conference (CICC) , IEEE Solid-State Circuits Letters (SSC-L) , IEEE Non-Volatile Memory Systems and Applications Symposium (NVMSA) , IEEE International Reliability Physics Symposium (IRPS) , IEEE Journal of Solid State Circuits (JSSC) , 電子情報通信学会

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