Artificial Brain Construction based on a Massive Connection of Higher-order and Active Silicon Neurons

• Project/Area Number: 18360159
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Electron device/Electronic equipment
• Research Institution: Tohoku University
• Principal Investigator: NAKAJIMA Koji Tohoku University, 電気通信研究所, 教授 (60125622)
• Co-Investigator(Kenkyū-buntansha): SATO Shigeo 東北大学, 電気通信研究所, 准教授 (10282013) ; HAYAKAWA Yoshihiro 仙台高等専門学校, 准教授 (20250847) ; ONOMI Takeshi 東北大学, 電気通信研究所, 助教 (70312676)
• Project Period (FY): 2006 – 2009
• Project Status: Completed (Fiscal Year 2009)
• Budget Amount: ¥16,730,000 (Direct Cost: ¥14,600,000、Indirect Cost: ¥2,130,000); Fiscal Year 2009: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000); Fiscal Year 2008: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000); Fiscal Year 2007: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000); Fiscal Year 2006: ¥7,500,000 (Direct Cost: ¥7,500,000)
• Keywords: ニューラルネットワーク / バースト発火現象 / 高次ダイナミクス / IDモデル / 集積回路 / ニューロチップ / 能動素子 / シリコンブレイン / ID モデル / バースト発光現象 / IDモテル / 最適化問題 / 連想記憶

Research Abstract

We have analyzed bursting characteristics of neuron models based on a concept of potential with active areas. The parameter dependence of coupling oscillators with burst has been clarified. An LSI microchip with 36 neuron units have been measured to analyze coupling systems, and discussed to increase system size. We obtained 100% success rate for TSP and QAP problems solving on neural networks with higher order dynamics.

Research Products

• [Journal Article] Design of the Inverse Function Delayed Neural Network for Solving Combinatorial Optimization Problems (2010)
  • Author(s): Y. Hayakawa, K. Nakajima
  • Journal Title: IEEE Trans. Neural Network vol. 21, no. 2 Pages: 224-237
  • Peer Reviewed
• [Journal Article] Design of the Inverse Function Delayed Neural Network for Solving Combinatorial Optimization Problems (2010)
  • Author(s): 早川吉弘, 中島康治
  • Journal Title: IEEE Trans.Neural Networks 21 Pages: 224-237
  • Peer Reviewed
• [Journal Article] Implementation of High-Speed Single Flux-Quantum Up/Down Counter for the Neural Computation Using Stochastic Logic (2009)
  • Author(s): T. Onomi, T. Kondo, K. Nakajima
  • Journal Title: IEEE Trans. Applied Superconductivity vol. 19, no. 3 Pages: 626-629
  • Peer Reviewed
• [Journal Article] Parameter Analysis for Removing the Local Minima of Combinatorial Optimization Problems by Using the Inverse Function Delayed Neural Network (2009)
  • Author(s): Y. Hayakawa, K. Nakajima
  • Journal Title: Advances in Neuro-Information Processing, 15th Int. Conf., ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers Part I Pages: 875-882
  • Peer Reviewed
• [Journal Article] 外観検査システムのための高速ハードウェアニューラルネットワークの設計 (2009)
  • Author(s): 千承佑, 早川吉弘, 中島康治
  • Journal Title: 電子情報通信学会論文誌A vol. J92-A, no. 1 Pages: 37-47
  • NAID: 110007386155
  • Peer Reviewed
• [Journal Article] Implementation of High-Speed Single Flux-Quantum Up/Down Counter for the Neural Computation Using Stochastic Logic (2009)
  • Author(s): T.Onomi, T.Kondo, 中島康治
  • Journal Title: IEEE Trans.Applied Superconductivity 19 Pages: 626-629
  • Peer Reviewed
• [Journal Article] 外観検査システムのための高速ハードウェアニューラルネットワークの設計 (2009)
  • Author(s): 千承佑, 早川吉弘, 中島康治
  • Journal Title: 電子情報通信学会論文誌A J92-A Pages: 626-629
  • NAID: 110007386155
  • Peer Reviewed
• [Journal Article] Parameter Analysis for Removing the Local Minima of Combinatorial Optimization Problems by Using the Inverse Function Delayed Neural Network (2009)
  • Author(s): 早川吉弘, 中島康治
  • Journal Title: Advances in Neuro-Information Processing Part I, LNCS 5506 Pages: 875-882
  • Peer Reviewed
• [Journal Article] 外観検査システムのための高速ハードウェアニューラルネットワークの設計 (2009)
  • Author(s): 千承佑、早川吉弘、中島康治
  • Journal Title: 電子情報通信学会論文誌基礎・境界 J92-A, 1 Pages: 37-47
  • NAID: 110007386155
  • Peer Reviewed
• [Journal Article] RF impedance of intrinsic Josephson junction in flux-flow state with a periodic pinning potential (2008)
  • Author(s): Y. Yamada, K. Nakajima, K. Nakajima
  • Journal Title: Physica C vol. 468 Pages: 1295-1297
  • Peer Reviewed
• [Journal Article] Bursting characteristics of a neuron model based on a concept of potential with active areas (2008)
  • Author(s): K. Nakajima, S. Suenaga
  • Journal Title: Chaos, American Institute of Physics vol. 18 Pages: 23120-23120
  • NAID: 120002166353
  • Peer Reviewed
• [Journal Article] Recalling Temporal Sequences of Patterns Using Neurons with Hysteretic Property (2008)
  • Author(s): J. Sveholm, Y. Hayakawa, K. Nakajima
  • Journal Title: IEICE Trans. Fundamentals vol. E91-A, No. 4 Pages: 943-950
  • NAID: 10026848429
  • Peer Reviewed
• [Journal Article] Hardware Neural Network for a Visual Inspection System (2008)
  • Author(s): S. Chun, Y. Hayakawa, K. Nakajima
  • Journal Title: IEICE Trans. Fundamentals vol. E91-A, No. 4 Pages: 935-942
  • NAID: 10026848399
  • Peer Reviewed
• [Journal Article] High-speed single flux-quantum up/down counter for neural computation using stochastic logic (2008)
  • Author(s): T. Onomi, T. Kondo, K. Nakajima
  • Journal Title: Journal of Physics : Conference Series vol. 97 Pages: 12187-12187
  • Peer Reviewed
• [Journal Article] Bursting chracteristics of a neuron model based on a concept of potential with active areas (2008)
  • Author(s): Koji Nakajima, and Shinya Suenaga
  • Journal Title: CHAOS 18
• [Journal Article] Recalling Temporal Sequences of Patterns Using Neurons with Hysteretic Property (2008)
  • Author(s): Johan Sveholm, Yoshihiro Hayakawa, and Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals, E91-A 4 Pages: 943-950
  • NAID: 10026848429
• [Journal Article] Hardware Neural Network for a Visual Inspection System (2008)
  • Author(s): Seungwoo Chun, Yoshihiro Hayakawa, and Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals,E91-A 4 Pages: 935-942
  • NAID: 10026848399
• [Journal Article] Hardware Neural Network for a Visual Inspection system (2008)
  • Author(s): Seungwoo Chun, Yoshihiro Hayakawa, Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals E91-A, 4 Pages: 935-942
  • NAID: 10026848399
  • Peer Reviewed
• [Journal Article] ecalling Temporal Sequences of Patterns Using Neurons with Hysteretic Property (2008)
  • Author(s): Johan Sveholm, Yoshihiro Hayakawa, Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals E91-A, 4 Pages: 943-950
  • Peer Reviewed
• [Journal Article] Bursting characteristics of a neuron model based on a concept of potential with active areas (2008)
  • Author(s): K. Nakajima, Suenaga
  • Journal Title: Chaos, American Institute of Physics 023120 Pages: 1-11
  • NAID: 120002166353
  • Peer Reviewed
• [Journal Article] ID model with Higher-Order Connections for Traveling Saleman Problem (2008)
  • Author(s): Takahiro Sota, Yosihiro Hayakawa and Koji Nakajima
  • Journal Title: Proc. of Nolta 2008 (CDログ) Pages: 548-551
  • Peer Reviewed
• [Journal Article] Avoidance of the Permanent Oscillating State in the Inverse Function Delayed Neural Network (2007)
  • Author(s): A. Sato, Y. Hayakawa, K. Nakajima
  • Journal Title: IEICE Trans. Fundamentals vol. E90-A, no. 10 Pages: 2101-2107
  • NAID: 110007540879
  • Peer Reviewed
• [Journal Article] Design of a Neural Network Chip for the Burst ID Model with Ability of Burst Firing (2007)
  • Author(s): S. Suenaga, Y. Hayakawa, K. Nakajima
  • Journal Title: IEICE Trans. Fundamentals vol. E90-A, no. 4 Pages: 715-723
  • NAID: 110007519126
  • Peer Reviewed
• [Journal Article] Macroscopic Quantum Tunneling and Resonant Activation of Current Biased Intrinsic Josephson Junctions in Bi-2212 (2007)
  • Author(s): S. Sato, K. Inomata, M. Kinjo, N. Kitabatake, K. Nakajima, H. B. Wang, T. Hatano
  • Journal Title: IEICE Trans. Electronics vol. E90-C, no. 3 Pages: 599-604
  • NAID: 110007519591
  • Peer Reviewed
• [Journal Article] Study of macroscopic quantum tunnelling in Bi_2Sr_2CaCu_2O_<8+δ> intrinsic Josephson junctions (2007)
  • Author(s): K. Inomata, S. Sato, M. Kinjo, N. Kitabatake, H. B. Wang, T. Hatano, K. Nakajima
  • Journal Title: Superconductor Science and Technology vol. 20, no. 1
  • Peer Reviewed
• [Journal Article] Avoidance of the Permanent Oscillating State in the Inverse Function Delayed Neural Network (2007)
  • Author(s): Akari Sato, Yoshihiro Hayakawa, and Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals,E90-A 10 Pages: 2101-2107
  • NAID: 110007540879
• [Journal Article] Design of Neural Network Chip for the Burst ID Model with Ability of Burst Firing (2007)
  • Author(s): Shinya Suenaga, Yoshihiro Hayakawa, and Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals, E90-A 4 Pages: 715-723
  • NAID: 110007519126
• [Journal Article] Design of a Neural Network Chip for the Burst ID Model with Ability of Burst Firing (2007)
  • Author(s): Sinya Suenaga, Yoshihiro Hayakawa, Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals E90-A,4 Pages: 715-723
  • NAID: 110007519126
  • Peer Reviewed
• [Journal Article] Avoidance of the Permanent Oscillating State in the Inverse Function Delayed Neural Network (2007)
  • Author(s): Akari Sato, Yoshihiro Hayakawa, Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals E90-A,10 Pages: 2101-2107
  • NAID: 110007540879
  • Peer Reviewed
• [Journal Article] Recalling Complex Sequences of Patterns Using Neurons with Hysteretic Property (2007)
  • Author(s): J. Sveholm, Y. Hayakawa, K. Nakajima
  • Journal Title: Proc. NOLTA2007 Pages: 501-504
  • Peer Reviewed
• [Journal Article] A Hardware Neural Network for External Inspection (2007)
  • Author(s): Chun, Y. Hayakawa, K. Nakajima
  • Journal Title: Proc. of ITC-CCC 2007 1 Pages: 183-184
  • Peer Reviewed
• [Journal Article] Study of macroscopic quantum tunnelling in Bi_2Sr_2CaCu_2O_<8+> intrinsic Josephson junctions (2007)
  • Author(s): K.Inomata, S.Sato, M.Kinjo, N.Kitabatake, H.B.Wang, T.Hatano, K.Nakajima
  • Journal Title: Superconductor Science and Technology Vol. 20,no. 1
• [Journal Article] Inverse Function Delayed モデルによる組み合わせ最適化問題正解率のパラメータ依存性 (2006)
  • Author(s): 佐藤朱里, 早川吉弘, 中島康治
  • Journal Title: 電子情報通信学会論文誌基礎・境界 vol. J89-A, no. 11 Pages: 960-972
  • Peer Reviewed
• [Journal Article] Quantum Neural Network Composed of Kane's Qubits (2006)
  • Author(s): Y. Nakamiya, M. Kinjo, O. Takahashi, S. Sato, K. Nakajima
  • Journal Title: Jpn.Journal of Applied Physics vol. 45, No. 10A Pages: 8030-8034
  • NAID: 40007462550
  • Peer Reviewed
• [Journal Article] Dynamical Behavior of Neural Networks with Anti-Symmetrical Cyclic Connections (2006)
  • Author(s): S. Suenaga, Y. Hayakawa, K. Nakajima
  • Journal Title: IEICE Trans. Fundamentals vol. E89-A, no. 10 Pages: 2775-2786
  • NAID: 110007537755
  • Peer Reviewed
• [Journal Article] Temporal Sequences of Patterns with an Inverse Function Delayed Neural Network (2006)
  • Author(s): J. Sveholm, Y. Hayakawa, K. Nakajima
  • Journal Title: IEICE Trans. Fundamentals vol. E89-A, no. 10 Pages: 2818-2824
  • NAID: 110007537760
  • Peer Reviewed
• [Journal Article] Hardware Implementation of an Inverse Function Delayed Neural Network Using Stochastic Logic (2006)
  • Author(s): H. Li, Y. Hayakawa, S. Sato, K. Nakajima
  • Journal Title: IEICE Trans. Information and Systems vol. E89-D, no. 9 Pages: 2572-2578
  • NAID: 110007538548
  • Peer Reviewed
• [Journal Article] RF Responses and In-Phase Josephson Vortex Motion in an Intrinsic Josephson Junction System with a Periodic Pinning Potential (2006)
  • Author(s): Y. Yamada, K. Nakajima, K. Nakajima
  • Journal Title: Journal of the Korean Physical Society vol. 48, no. 5 Pages: 1053-1056
  • Peer Reviewed
• [Journal Article] Hardware Implementation of an Inverse Function Delayed Neural Network Using Stochastic Logic (2006)
  • Author(s): Hogge Li, Yoshihiro Hayakawa, Shigeo Sato, Koji Nakajima
  • Journal Title: IEICE Trans. Information and Systems vol.E89-D,no. 9 Pages: 2572-2578
  • NAID: 110007538548
• [Journal Article] Temporal Sequences of Patterns with an Inverse Function Delayed Neural Network (2006)
  • Author(s): Johan Sveholm, Yoshihiro Hayakawa, Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals Vol. E89-A,no. 10 Pages: 2818-2824
  • NAID: 110007537760
• [Journal Article] Dynamical Behavior of Neural Networks with Anti-Symmetrical Cyclic Connections (2006)
  • Author(s): Shinya Suenaga, Yoshihiro Hayakawa, Koji Nakajima
  • Journal Title: IEICE Trans. Fundamentals vol. E89-A,no. 10 Pages: 2775-2786
  • NAID: 110007537755
• [Journal Article] Quantum Neural Network Composed of Kane's Qubits (2006)
  • Author(s): Y.Nakamiya, M.Kinjo, O.Takahashi, S.Sato, K.Nakajima
  • Journal Title: Jpn. Journal of Applied Physics Vol. 45,No. 10A Pages: 8030-8034
  • NAID: 40007462550
• [Journal Article] Inverse Function Delayed モデルによる組み合わせ最適化問題正解率のパラメータ依存性 (2006)
  • Author(s): 佐藤朱里, 早川吉弘, 中島康治
  • Journal Title: 電子情報通信学会論文誌基礎・境界 vol. J89-A,no. 11 Pages: 960-972
• [Presentation] Low-Tc ジョセフソン接合列における集団的スイッチング特性 (2010)
  • Author(s): 渡辺峰生, 片山秀瑛, 桜庭栄, 猪股邦宏, 小野美武, 佐藤茂雄, 中島康治
  • Organizer: 2010年春季 第57回応用物理学関係連合講演会
  • Place of Presentation: 平塚
  • Year and Date: 2010-03-18
• [Presentation] Low-Tcジョセフソン接合列における集団的スイッチング特性 (2010)
  • Author(s): 渡辺峰生
  • Organizer: 2010年春季 第57回応用物理学関係連合講演会
  • Place of Presentation: 平塚
  • Year and Date: 2010-03-18
• [Presentation] 大規模集積回路のためのSFQ Booth Encoder (2010)
  • Author(s): 中本涼介, 桜庭栄, 小野美武, 佐藤茂雄, 中島康治
  • Organizer: 電子情報通信学会2010年総合大会
  • Place of Presentation: 仙台
  • Year and Date: 2010-03-16
• [Presentation] 4ビット並列高速フーリエ変換システム (2010)
  • Author(s): 桜庭栄, 小野美武, 中島康治
  • Organizer: 電子情報通信学会2010年総合大会
  • Place of Presentation: 仙台
  • Year and Date: 2010-03-16
• [Presentation] van der Pol 相互結合系のポテンシャルとアクティブエリアに基づく動解析 (2010)
  • Author(s): 黒瀬幸司, 曽田尚宏, 早川吉弘, 佐藤茂雄, 中島康治
  • Organizer: 電子情報通信学会2010年総合大会
  • Place of Presentation: 仙台
  • Year and Date: 2010-03-16
• [Presentation] van der Pol相互結合系のポテンシャルとアクティブエリアに基づく動解析 (2010)
  • Author(s): 黒瀬幸司
  • Organizer: 電子情報通信学会2010年総合大会
  • Place of Presentation: 仙台
  • Year and Date: 2010-03-16
• [Presentation] 高次結合ネットワークによる組み合わせ最適化問題解探査のパラメータ特性 (2010)
  • Author(s): 曽田尚宏, 黒瀬幸司, 早川吉弘, 佐藤茂雄, 中島康治
  • Organizer: 電子情報通信学会2010年総合大会
  • Place of Presentation: 仙台
  • Year and Date: 2010-03-15
• [Presentation] 離散時間高次結合逆関数遅延ネットワーク (2010)
  • Author(s): 曽田尚宏, 黒瀬幸司, 早川吉弘, 佐藤茂雄, 中島康治
  • Organizer: 信学技報
  • Place of Presentation: 東京
  • Year and Date: 2010-03-10
• [Presentation] 2次ポテンシャル上にアクティブエリアを持つ振動子相互結合系の振る舞い (2010)
  • Author(s): 黒瀬幸司, 曽田尚宏, 早川吉弘, 佐藤茂雄, 中島康治
  • Organizer: 信学技報
  • Place of Presentation: 東京
  • Year and Date: 2010-03-10
• [Presentation] 超伝導ニューラルネットワークとその4-Queen問題への応用 (2010)
  • Author(s): 前波勇介, 小野美武, 早川吉弘, 佐藤茂雄, 中島康治
  • Organizer: 信学技報
  • Place of Presentation: 東京
  • Year and Date: 2010-03-10
• [Presentation] Booth encoder for large scale integration SFQ circuits (2010)
  • Author(s): R. Nakamoto, S. Sakuraba, T. Onomi, S. Sato, K. Nakajima
  • Organizer: Proceedings of Superconducting SFQ VLSI Workshop SSV 2010
  • Place of Presentation: Yokohama Japan
  • Year and Date: 2010-01-13
• [Presentation] High Throughput Parallel Arithmetic Circuits for Fast Fourier Transform (2010)
  • Author(s): S. Sakuraba, A. Martins, T. Onomi, S. Sato, K. Nakajima
  • Organizer: Proceedings of Superconducting SFQ VLSI Workshop SSV 2010
  • Place of Presentation: Yokohama Japan
  • Year and Date: 2010-01-13
• [Presentation] ホップフィールドネットワークと断熱的量子計算 (2009)
  • Author(s): 佐藤茂雄, 金城光永, 中島康治
  • Organizer: 信学技報
  • Place of Presentation: 屋久島
  • Year and Date: 2009-11-11
• [Presentation] Analyses of Two Dimensional Hindmarsh-Rose Type Model Based-on a Concept of Potential with Active Areas (2009)
  • Author(s): K. Kurose, T. Sota, Y. Hayakawa, K. Nakajima
  • Organizer: Proceedings of the 2nd Student Organizing International Mini-Conference on Information Electronics Systems
  • Place of Presentation: Sendai, Japan
  • Year and Date: 2009-10-27
• [Presentation] Solving Combinatorial Optimization Problems with the Quartic Form Energy Function of the Neural Network (2009)
  • Author(s): T. Sota, Y. Hayakawa, K. Nakajima
  • Organizer: Proceedings of the 2nd Student Organizing International Mini-Conference on Information Electronics Systems
  • Place of Presentation: Sendai, Japan
  • Year and Date: 2009-10-27
• [Presentation] Solving Combinatorial Optimization Problems with the Quartic Form Energy Function of the Neural Network (2009)
  • Author(s): 曽田尚宏
  • Organizer: The 2nd Student Organizing International Mini-Conference on Information Electronics Systems
  • Place of Presentation: Sendai
  • Year and Date: 2009-10-27
• [Presentation] Analyses of Two Dimensional Hindmarsh-Rose Type Model Based-on a Concept of Potential with Active Areas (2009)
  • Author(s): 黒瀬幸司
  • Organizer: The 2nd Student Organizing International Mini-Conference on Information Electronics Systems
  • Place of Presentation: Sendai
  • Year and Date: 2009-10-27
• [Presentation] Analyses of the dynamics of interconnected van der pol models based-on a concept of potential with active areas (2009)
  • Author(s): K. Kurose, Y. Hayakawa, K. Nakajima
  • Organizer: Proceedings of the 2009 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Sapporo, Japan
  • Year and Date: 2009-10-20
• [Presentation] The Quartic Form Energy Function for General Combinatorial Optimization Problems (2009)
  • Author(s): T. Sota, Y. Hayakawa, K. Nakajima
  • Organizer: Proceedings of the 2009 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Sapporo, Japan
  • Year and Date: 2009-10-20
• [Presentation] Analyses of the dynamics of interconnected van der pol models based-on a concert of potential with active areas (2009)
  • Author(s): 黒瀬幸司
  • Organizer: International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Sapporo
  • Year and Date: 2009-10-20
• [Presentation] The Quartic Form Energy Function for General Combinatorial Optimization Problems (2009)
  • Author(s): 曽田尚宏
  • Organizer: International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Sapporo
  • Year and Date: 2009-10-20
• [Presentation] Two Dimensional Hindmarsh-Rose Type Model のポテンシャル上のアクティブ領域に基づく動特性解析 (2009)
  • Author(s): 黒瀬幸司, 早川吉弘, 中島康治
  • Organizer: 日本神経回路学会第19回全国大会
  • Place of Presentation: 仙台
  • Year and Date: 2009-09-25
• [Presentation] Two Dimensional Hindmarsh-Rose Type Modelのポテンシャル上のアクティブ領域に基づく動特性解析 (2009)
  • Author(s): 黒瀬幸司
  • Organizer: 日本神経回路学会第19回全国大会
  • Place of Presentation: 仙台
  • Year and Date: 2009-09-25
• [Presentation] 非線形自己結合を持つ逆関数遅延ニューラルネットワーク (2009)
  • Author(s): 曽田尚宏, 早川吉弘, 中島康治
  • Organizer: 日本神経回路学会第19回全国大会
  • Place of Presentation: 仙台
  • Year and Date: 2009-09-24
• [Presentation] 逆関数遅延ニューラルネットワークを用いたナンバープレイスの解法 (2009)
  • Author(s): 早川吉弘, 中島康治
  • Organizer: 日本神経回路学会第19回全国大会
  • Place of Presentation: 仙台
  • Year and Date: 2009-09-24
• [Presentation] 4-bit Parallel Multiplier for a Fast Fourier Transform (2009)
  • Author(s): S. Sakuraba, T. Onomi, K. Nakajima
  • Organizer: Extended Abstracts of the 12th International Superconductive Electronics Conference
  • Place of Presentation: Fukuoka
  • Year and Date: 2009-06-19
• [Presentation] 4-bit Parallel Adder for a Fast Fourier Transform System (2009)
  • Author(s): S. Sakuraba, T. Onomi, K. Nakajima
  • Organizer: Proceedings of Superconducting SFQ VLSI Workshop SSV2009
  • Place of Presentation: Fukuoka
  • Year and Date: 2009-06-19
• [Presentation] Collective Dynamics of Intrinsic Josephson Junctions (2009)
  • Author(s): S. Sato, K. Matsushita, K. Inomata, H. Wang, T. Hatano, M. Kinjo, K. Nakajima
  • Organizer: Extended Abstracts of the 12th International Superconductive Electronics Conference
  • Place of Presentation: Fukuoka
  • Year and Date: 2009-06-18
• [Presentation] Collective Dynamics of Intrinsic Josephson Junctions (2009)
  • Author(s): 佐藤茂雄
  • Organizer: The 12th International Superconductive Electronics Conference
  • Place of Presentation: Fukuoka
  • Year and Date: 2009-06-18
• [Presentation] バーストニューロンモデルのポテンシャル上のアクティブ領域に基づく動特性解析 (2009)
  • Author(s): 中島康治, 早川吉弘, 黒瀬幸司
  • Organizer: 第58回理論応用力学講演会
  • Place of Presentation: 東京
  • Year and Date: 2009-06-10
• [Presentation] 固有ジョセフソン接合列における集団力学について (2009)
  • Author(s): 松下耕司, 佐藤茂雄, 猪股邦宏, 金城光永, 王華兵, 羽多野毅, 中島康治
  • Organizer: 2009年春季 第56回応用物理学関係連合講演会
  • Place of Presentation: つくば
  • Year and Date: 2009-04-02
• [Presentation] 高速フーリエ変換システム用ハイスループット並列加算器 (2009)
  • Author(s): 桜庭栄, 小野美武, 中島康治
  • Organizer: 電子情報通信学会2009年総合大会
  • Place of Presentation: 松山
  • Year and Date: 2009-03-20
• [Presentation] ニューラルネットワークの手法を用いた断熱的量子計算における計算性能のハミルトニアン依存性について (2009)
  • Author(s): 小野亜衣子, 佐藤茂雄, 金城光永, 中島康治
  • Organizer: 電子情報通信学会2009年総合大会
  • Place of Presentation: 松山
  • Year and Date: 2009-03-20
• [Presentation] 高次シナプス結合ニューラルネットワークによる組み合わせ最適化問題解探査 (2009)
  • Author(s): 曽田尚宏、早川吉弘、中島康治
  • Organizer: 2009年電子情報通信学会総合大会
  • Place of Presentation: 愛媛
  • Year and Date: 2009-03-20
• [Presentation] ニューロチップを用いたバーストIDモデル相互結合系の測定 (2009)
  • Author(s): 黒瀬幸司, 早川吉弘, 中島康治
  • Organizer: 電子情報通信学会2009年総合大会
  • Place of Presentation: 松山
  • Year and Date: 2009-03-19
• [Presentation] 高次シナプス結合ニューラルネットワークによる組み合わせ最適化問題解探査 (2009)
  • Author(s): 曽田尚宏, 早川吉弘, 中島康治
  • Organizer: 電子情報通信学会2009年総合大会
  • Place of Presentation: 松山
  • Year and Date: 2009-03-19
• [Presentation] 高次元ニューロンモデルの動的相互作用に関する研究 (2009)
  • Author(s): 押切智子, 早川吉弘, 中島康治
  • Organizer: 電子情報通信学会2009年総合大会
  • Place of Presentation: 松山
  • Year and Date: 2009-03-19
• [Presentation] ニューロチップを用いたバーストIDモデル相互結合系の測定 (2009)
  • Author(s): 黒瀬幸司、早川吉弘、中島康治
  • Organizer: 2009年電子情報通信学会総合大会
  • Place of Presentation: 愛媛
  • Year and Date: 2009-03-19
• [Presentation] 高次元ニューロンモデルの動的相互作用に関する研究 (2009)
  • Author(s): 押切智子、早川吉弘、中島康治
  • Organizer: 2009年電子情報通信学会総合大会
  • Place of Presentation: 愛媛
  • Year and Date: 2009-03-19
• [Presentation] Neural Searching Algorithm for Combinatorial Optimization Problems (2009)
  • Author(s): Ali A. Lemus, Y. Hayakawa, K. Nakajima
  • Organizer: 電子情報通信学会2009年総合大会、情報システムソサイエティ総合大会特別号学生ポスターセッション
  • Place of Presentation: 松山
  • Year and Date: 2009-03-18
• [Presentation] 固有ジョセフソン接合の量子特性 (2009)
  • Author(s): 佐藤茂雄, 猪股邦宏, 王華兵, 羽多野毅, 金城光永, 中島康治
  • Organizer: 電子情報通信学会2009年総合大会
  • Place of Presentation: 松山
  • Year and Date: 2009-03-17
• [Presentation] Universal analyses of neuron models based-on a concept of potential with active areas (2008)
  • Author(s): Koji Nakajima
  • Organizer: Proceedings of 2008 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Budapest,Hungary
  • Year and Date: 2008-09-10
• [Presentation] IDモデルによる動的解表現のQAP解探査への適用 (2008)
  • Author(s): 曽田尚宏、早川吉弘、中島康治
  • Organizer: 電子通信情報学会非線形問題研究会
  • Place of Presentation: 東京
  • Year and Date: 2008-03-13
• [Presentation] Burst IDニューラルネットワークの集積回路化と特性解析 (2007)
  • Author(s): 中島康治, 他
  • Organizer: 電子通信情報学会非線形問題研究会
  • Place of Presentation: 佐賀
  • Year and Date: 2007-11-16
• [Presentation] 巡回セールスマン問題のための逆関数遅延ネットワーク (2007)
  • Author(s): 曽田尚宏、早川吉弘、中島康治
  • Organizer: 電子通信情報学会非線形問題研究会
  • Place of Presentation: 佐賀
  • Year and Date: 2007-11-16
• [Presentation] Recalling Complex Sequences of Patterns Using Neurons with Hysteretic Property (2007)
  • Author(s): J. Sveholm, Y. Hayakawa, and K. Nakajima
  • Organizer: Proceedings of 2007 International Symposium on Nonlinear Theory and its Applications
  • Place of Presentation: Vancouver,Canada
  • Year and Date: 2007-09-19