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Implementation of a Transfer-Bottleneck-Free Multiple-Valued Logic-in-Memory VLSI and Its Application

Research Project

Project/Area Number 13558026
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field 計算機科学
Research InstitutionTohoku University

Principal Investigator

HANYU Takahiro  Tohoku University, Research Institute of Electrical Communication, Professor, 電気通信研究所, 教授 (40192702)

Co-Investigator(Kenkyū-buntansha) KAMEYAMA Michitaka  Tohoku University, Graduate School of Information Sciences, Professor, 大学院・情報科学研究科, 教授 (70124568)
MOCHIZUKI Akira  Tohoku University, Research Institute of Electrical Communication, Research Associate, 電気通信研究所, 助手 (40359542)
KIMURA Hiromitsu  Tohoku University, Graduate School of Information Sciences, Research Associate, 大学院・情報科学研究科, 助手 (00361155)
Project Period (FY) 2001 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥13,600,000 (Direct Cost: ¥13,600,000)
Fiscal Year 2004: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2003: ¥2,400,000 (Direct Cost: ¥2,400,000)
Fiscal Year 2002: ¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2001: ¥8,200,000 (Direct Cost: ¥8,200,000)
Keywordsmultiple-valued logic-in-memory / TMR device / ferroelectric capacitor / fully parallel processing / device modeling / resistor-circuit network / storage / operation merging / data-transfer bottleneck / 強誘電体デバイス / 全加算器 / デバイスモデル / 非破壊読出し / 相補的動作 / 強誘電体CAM / 不揮発性ロジック / FPGA / ゲートレベルパイプライン / フローティングゲートMOSトランジスタ / 多値集積回路 / パイプライン乗算器 / ゲートレベルパイプライン処理 / マイクロ順序動作 / 多値基本演算子
Research Abstract

Dramatic advances in technology scaling give us the capability to realize a giga-scaled system-on-a-chip, while rapid increases in the wiring complexity and the global wiring delay has led to serious data-transfer bottleneck between separated logic modules and memories in current deep-submicron VLSI. Logic-in-memory structures, where storage functions are distributed over a logic-circuit plane, provide a key architecture for ensuring highly effective use of internal memory bandwidth. However, usual logic-in-memory VLSI becomes generally complicated, because of the hardware overhead involved in distributing storage elements. In this research, I have presented ferroelectric-based (FE-based) functional logic gates for highly parallel VLSI systems. In FE-based logic gates, since both non-volatile storage and switching functions are performed simultaneously in FE capacitors, chip size and a leakage current can be reduced. As a typical application of this circuit technology, a 54x54-bit pipe … More lined multiplier is implemented and its superior performance is demonstrated. Furthermore, I have also developed the improved ferroelectric-based logic circuit, called a "Complementary-Ferroelectric-Capacitor (CFC)" logic for low-power logic-in-memory VLSI. Using two FE capacitors where a pair of complementary data representations is stored, the voltage swing generated by capacitive coupling effect becomes large enough to perform the switching operation at the low supply voltage. Degradation of the non-volatile charge caused by the switching operation becomes small because the bias voltage appeared across the FE capacitor is always lower than its coercive voltage. As a typical example, a 32-bit content-addressable memory (CAM) is also implemented and its superior performance is demonstrated. Finally, a tunneling magnetoresistive (TMR)-based logic-in-memory circuit has been also proposed for a low-power VLSI system. Since the TMR device is regarded as a variable resistor with a non-volatile storage capability any logic functions between external inputs and stored inputs can be performed by using the TMR based resistor/transistor network The combination of a dynamic current-mode logic circuit and a TMR-based network makes it possible to perform any switching operations without steady current, which results in power saving. A design example of a full adder is discussed, and its advantages are demonstrated. Less

Report

(5 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (63 results)

All 2005 2004 2003 2002 2001 Other

All Journal Article (37 results) Publications (26 results)

  • [Journal Article] TMR-Based Logic-in-Memory Circuit for Low-Power VLSI2005

    • Author(s)
      Akira Mochizuki
    • Journal Title

      IEICE Transactions on Fundamentals. (印刷中)(to be published)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Non-Volatile Logic-in-Memory Circuit and Its Application2005

    • Author(s)
      Takahiro Hanyu
    • Journal Title

      Proc.2nd International Symposium on System Construction of Global-Network-Oriented Information Electronics 2

      Pages: 99-102

    • Related Report
      2004 Annual Research Report
  • [Journal Article] TMRロジックに基づくビット並列大小比較CAMの構成2005

    • Author(s)
      庄子耕平
    • Journal Title

      電子情報通信学会第2種研究会「多値論理とその応用」研究会技術研究報告 MVL-05・1

      Pages: 67-72

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 強誘電体ロジックに基づくセルオートマトンVLSIとその応用2005

    • Author(s)
      鈴木大輔
    • Journal Title

      電子情報通信学会第2種研究会「多値論理とその応用」研究会技術研究報告 MVL-05・1

      Pages: 73-89

    • Related Report
      2004 Annual Research Report
  • [Journal Article] TMR-Based Logic-in-Memory Circuit for Low-Power VLSI2004

    • Author(s)
      H.Kimura
    • Journal Title

      ITC-CSCC 2004

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Complementary Ferroelectric-Capacitor Logic for Low-Power Logic-in-Memory VLSI2004

    • Author(s)
      H.Kimura
    • Journal Title

      IEEE Journal of Solid-State Circuits SC-39

      Pages: 919-926

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] TMR-Based Logic-in-Memory Circuit for Low-Power VLSI2004

    • Author(s)
      A.Mochizuki
    • Journal Title

      IEICE Transactions on Fundamentals. (to be published)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Complementary Ferroelectric-Capacitor Logic for Low-Power Logic-in-Memory VLSI2004

    • Author(s)
      H.Kimura
    • Journal Title

      IEEE Journal of Solid-State Circuits Vol.SC-39,No.6

      Pages: 919-926

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] TMR-Based Logic-in-Memory Circuit for Low-Power VLSI2004

    • Author(s)
      A.Mochizuki
    • Journal Title

      IEICE Transactions on Fundamentals (to be published)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Complementary Ferroelectric-Capacitor Logic for Low-Power Logic-in-Memory VLSI2004

    • Author(s)
      Hiromitsu Kimura
    • Journal Title

      IEEE Journal of Solid-State Circuits SC-39・6

      Pages: 919-926

    • Related Report
      2004 Annual Research Report
  • [Journal Article] A Study of Multiple-Valued Magnetoresistive RAM(MRAM) Using Binary MTJ2004

    • Author(s)
      Hiromitsu Kimura
    • Journal Title

      Proc.34th IEEE International Symposium on Multiple-Valued Logic 34

      Pages: 340-345

    • Related Report
      2004 Annual Research Report
  • [Journal Article] TMR-Based Logic-in-Memory Circuit for Low-Power VLSI2004

    • Author(s)
      Hiromitsu Kimura
    • Journal Title

      Proc.ITC-CSCC 2004

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Design of a Pipelined Multiplier Based on Complementary Ferroelectric Capacitor Logic2004

    • Author(s)
      Shoun Matsunaga
    • Journal Title

      Proc.1st International Workshop of Tohoku Univ.and Yeungnam Univ. 1

      Pages: 15-16

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 相補形強誘電体ロジックに基づくパイプライン算術演算回路の構成2004

    • Author(s)
      松永翔雲
    • Journal Title

      平成16年電気関係学会東北支部連合大会講演論文集

      Pages: 183-183

    • Related Report
      2004 Annual Research Report
  • [Journal Article] TMRロジックに基づくビット並列大小比較CAMの構成2004

    • Author(s)
      庄子耕平
    • Journal Title

      平成16年電気関係学会東北支部連合大会講演論文集

      Pages: 184-184

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 不揮発性ロジックに基づく格子ガスオートマトン演算VLSIの構成2004

    • Author(s)
      鈴木大輔
    • Journal Title

      平成16年電気関係学会東北支部連合大会講演論文集

      Pages: 185-185

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Multiple-Valued Logic-in-Memory VLSI Using MFSFETs and Its Application2003

    • Author(s)
      H.Kimura
    • Journal Title

      International Journal of Multiple-Valued Logic 9

      Pages: 23-42

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Complementary Ferroelectric-Capacitor Logic and Its Application2003

    • Author(s)
      H.Kimura
    • Journal Title

      Digest of Technical Papers, IEEE International Solid-State Circuits Conference (ISSCC) 46

      Pages: 160-161

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 強誘電体デバイスを用いたロジックインメモリVLSIの構成2003

    • Author(s)
      木村啓明
    • Journal Title

      信学論 J86-C

      Pages: 886-893

    • NAID

      110003202108

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Multiple-Valued Logic-in-Memory VLSI Using MFSFETs and Its Application2003

    • Author(s)
      H.Kimura
    • Journal Title

      International Journal of Multiple-Valued Logic Vol.9, No.1

      Pages: 23-42

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Complementary Ferroelectric-Capacitor Logic and Its Application2003

    • Author(s)
      H.Kimura
    • Journal Title

      Digest of Technical Papers, IEEE International Solid-State Circuits Conference(ISSCC)

      Pages: 160-161

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 強誘電体デバイスを用いたロジックインメモリVLSIの構成2003

    • Author(s)
      木村啓明
    • Journal Title

      信学論 Vol.J86-C, No.8

      Pages: 886-893

    • NAID

      110003202108

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Arithmetic-Oriented Logic-in-Memory VLSI Using Floating-Gate MOS Transistors2002

    • Author(s)
      S.Kaeriyama
    • Journal Title

      International Journal of Multiple-Valued Logic 8

      Pages: 33-51

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Ferroelectric-Based Functional Pass-Gate for Fine-Grain Pipelined VLSI Computation2002

    • Author(s)
      T.Hanyu
    • Journal Title

      Digest of Technical Papers, IEEE International Solid-State Circuits Conference (ISSCC) 45

      Pages: 208-209

    • NAID

      120002338721

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Dynamic-Storage-Based Logic-in-Memory Circuit and Its Application to a Fine-Grain Pipelined System2002

    • Author(s)
      H.Kimura
    • Journal Title

      IEICE Trans.on Electronics E85-C

      Pages: 288-296

    • NAID

      110003220853

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Multiple-Valued Logic-in-Memory VLSI Based on Ferroelectric Capacitor Storage and Charge Addition2002

    • Author(s)
      H.Kimura
    • Journal Title

      IEEE 32nd International Symposium on Multiple-Valued Logic 32

      Pages: 161-166

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Ferroelectric-Based Functional Pass-Gate for Low-Power VLSI2002

    • Author(s)
      H.Kimura
    • Journal Title

      2002 Symposium on VLSI Circuits

      Pages: 196-199

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Implementation of a DRAM-Cell-Based Multiple-Valued Logic-in-Memory Circuit2002

    • Author(s)
      H.Kimura
    • Journal Title

      IEICE Trans.on Electronics E85-C

      Pages: 1814-1823

    • NAID

      110006351097

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Arithmetic-Oriented Logic-in-Memory VLSI Using Floating-Gate MOS Transistors2002

    • Author(s)
      S.Kaeriyama
    • Journal Title

      International Journal of Multiple-Valued Logic Vol.8,No.1

      Pages: 33-51

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Ferroelectric-Based Functional Pass-Gate for Fine-Grain Pipelined VLSI Computation2002

    • Author(s)
      T.Hanyu
    • Journal Title

      Digest of Technical Papers, IEEE International Solid-State Circuits Conference(ISSCC)

      Pages: 208-209

    • NAID

      120002338721

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Dynamic-Storage-Based Logic-in-Memory Circuit and Its Application to a Fine-Grain Pipelined System2002

    • Author(s)
      H.Kimura
    • Journal Title

      IEICE Trans.on Electron. Vol.E85-C, No.2

      Pages: 288-296

    • NAID

      110003220853

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Multiple-Valued Logic-in-Memory VLSI Based on Ferroelectric Capacitor Storage and Charge Addition2002

    • Author(s)
      H.Kimura
    • Journal Title

      IEEE 32nd International Symposium on Multiple-Valued Logic

      Pages: 161-166

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Implementation of a DRAM-Cell-Based Multiple-Valued Logic-in-Memory Circuit2002

    • Author(s)
      H.Kimura
    • Journal Title

      IEICE Trans.on Electronics Vol.E85-C, No.10

      Pages: 1814-1823

    • NAID

      110006351097

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Multiple-Valued Mask-Programmable Logic Array Using One-Transistor Universal-Literal Circuits2001

    • Author(s)
      T.Hanyu
    • Journal Title

      IEEE 31st International Symposium on Multiple-Valued Logic 31

      Pages: 167-172

    • NAID

      120002338719

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Challenge of a Multiple-Valued Technology in Recent Deep-Submicron VLSI2001

    • Author(s)
      T.Hanyu
    • Journal Title

      IEEE 31st International Symposium on Multiple-Valued Logic 31

      Pages: 241-244

    • NAID

      120002338720

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Multiple-Valued Mask-Programmable Logic Array Using One-Transistor Universal-Literal Circuits2001

    • Author(s)
      T.Hanyu
    • Journal Title

      IEEE 31st International Symposium on Multiple-Valued Logic

      Pages: 167-172

    • NAID

      120002338719

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Challenge of a Multiple-Valued Technology in Recent Deep-Submicron VLSI2001

    • Author(s)
      T.Hanyu
    • Journal Title

      IEEE 31st International Symposium on Multiple-Valued Logic

      Pages: 241-244

    • NAID

      120002338720

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Publications] H.Kimura: "Multiple-Valued Logic-in-Memory VLSI Using MFSFETs and Its Applications"Journal of Multiple-Valued Logic & Soft Computing. 9・1. 23-42 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 木村 啓明: "強誘電体デバイスを用いたロジックインメモリVLSIの構成"電子情報通信学会論文誌C. J86-C・8. 886-893 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] H.Kimura: "Non-Volatile Logic-in- Memory Circuit for a Fully Parallel VLSI Processor"Proc.1st International Symposium on System Construction of Global-Network-Oriented Information Electronics(IGNOIE-COE03). 129-134 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] H.Kimura: "A Study of Multiple-Valued Magnetoresistive RAM(MRAM) Using Binary MTJ Devices"Proc.34th IEEE International Symposium on Multiple-Valued Logic. (to be published). (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 木村 啓明: "不揮発性デバイスを用いたロジックインメモリVLSIの構成"電子情報通信学会技術報告. ICD2003-5. 23-27 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 伊吹 満: "TMR素子を用いたダイナミック形ロジックインメモリ回路の構成"電気関係学会東北支部連合大会講演論文集. 2G2. 244 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 松永 翔雲: "相補形強誘電体論理ゲートを用いたパイプラインシステムの構成"電気関係学会東北支部連合大会講演論文集. 2G4. 246 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 木村 啓明: "多値TMRソースカップルドロジックに基づくロジックインメモリ回路の構成"多値論理とその応用研究会技術研究報告. MVL-04. 6-1-6-6 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 木村 啓明: "TMR素子を用いた低電カロジックインメモリ回路技術"電子情報通信学会2004年総合大会講演論支集. SC-11-13. S-11-S-12 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 木村 啓明: "不揮発性ロジックメモリVLSIの展望"次世代VLSIコンピューティングとシステムインテグレーション研究会. 講演番号3. (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 木村 啓明: "TMR素子を用いたロジックインメモリ回路の構成"第37回ニューパラダイムコンピューテイング(NPC)研究会. 講演者番号1. (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Hiromitsu Kimura: "Multiple-Valued Logic-in-Memory VLSI Based on Ferroelectric Capacitor Storage and Charge Addition"Proceedings 32nd IEEE International Symposium on Multiple-Valued Logic. 32. 161-166 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hiromitsu Kimura: "Ferroelectric-Based Functional Pass-Gate for Low-Power VLSI"IEEE Symposium VLSI Circuits, Digest of Technical Papers. 196-199 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hiromitsu Kimura: "VLSI System Based on Ferroelectric Logic-in-Memory Architecture"International Symposium on New Paradigm VLSI Computing. 60-65 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hiromitsu Kimura: "Implementation of a DRAM-Cell-Based Multiple-Valued Logic-in-Memory Circuit"IEICE Transaction on Electronics. E85-C・10. 1814-1823 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hiromitsu Kimura: "Complementary Ferroelectric-Capacitor Logic for Low-Power Logic-in-Memory VLSI"IEEE International Solid-State Circuits Conference (ISSCC), Digest of Technical Papers. 50. 160-161 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] 南正樹, 羽生貴弘, 亀山充隆: "ロジックインメモリ構造モルフォロジー画像処理VLSIプロセッサの構成"第40回計測自動制御学会(SICE)学術講演会予稿集. 310-311 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] H Kimura, T.Hanyu, M.Kameyama: "Dynamic-Storage-Based Multiple-Valued Logic-in-Memory Circuit and Its Application"The 2nd Korea-Japan Joint Symposium on Multiple-Valued Logic. 2. 147-151 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Hanyu: "Challenge of a Multiple-Valued Technology in Recent Deep-Submicron VLST"Proc.of 31st IEEE International Symposium on MVL. 31. 241-244 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 木村 啓明, 羽生 貴弘, 亀山 充隆: "ゲートレベルパイプライン用ロジックインメモリVLSIの構成"2001年電子情報通信学会ソサイエティ(エレクトロニクス). 69 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 古川 剛志, 羽生 貴弘, 亀山 充隆: "ソース結合形回路を用いた多値ロジックインメモリVLSIの構成"2001年電子情報通信学会ソサイエティ(エレクトロニクス). 70 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 金尚賢, 羽生 貴弘, 亀山 充隆: "電圧・電流ハイブリッドモード多値集積回路とステレオビジョンVLSIプロセッサへの応用"電子情報通信学会「多値論理とその応用」 第2種研究会技術研究報告. MVL02-8・1. 56-64 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Hanyu, H.Kimura, M.Kameyama, Y.Fujimori, T.Nakamura, H.Takasu: "Ferroelectric-Based Functional Pass-Gate for Fine-Grain Pipelined VLSI Computation"Dig. Tech. Papers, IEEE International Solid-State Circuits Conf. (ISSCC). 45. 208-209 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Kimura, T.Hanyu, M.Kameyama: "Dynamic-Storage-Based Logic-in-Memory Circuit and Its Application to a Fine-Grain Pipelined System"IEICE Trans. Electronics. E85-C・2. 288-296 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Kimura, T.Hanyu, M.Kameyama: "Multiple-Valued Logic-in-Memory VLSI Based on Ferroelectric Capacitor Storage and Charge Addition"Proc. of 32nd IEEE International Symposium on MVL. (掲載決定). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Kimura, T.Hanyu, M.Kameyama, Y.Fujimori, T.Nakamura, H.Takasu: "Ferroelectric-Based Functional Pass-Gate for Low-Power VLSI"Digest of IEEE 2002 Symposium on VLSI Circuits. (掲載決定). (2002)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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