• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Pulse-coupled systems of digital spiking neurons : Consolidations of learning methods and application basics

Research Project

Project/Area Number 21700253
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Sensitivity informatics/Soft computing
Research InstitutionOsaka University

Principal Investigator

TORIKAI Hiroyuki  大阪大学, 基礎工学研究科, 准教授 (20318603)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsニューラルネットワーク / 離散状態系 / FPGA / 動的再構成可能VLSI / 非同期セルオートマトン / 神経細胞モデル / 神経補綴 / 結合系 / ニューラル人工器官
Research Abstract

In this study, a neuron model that is described by an asynchronous cellular automaton having discrete state and continuous transient time is proposed. Also, a learning algorithm for the model to reproduce nonlinear dynamics of a biological neuron automatically in an FPGA is proposed. Furthermore, a network of the model is presented and its various spatio-temporal phenomena are analyzed both analytically and numerically. Then, possibilities of applications of these results to neural prosthesis are explored.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (73 results)

All 2011 2010 2009 Other

All Journal Article (16 results) (of which Peer Reviewed: 8 results) Presentation (56 results) Remarks (1 results)

  • [Journal Article] A Generalized Rotate-and-Fire Digital Spiking Neuron Model and its On-FPGA Learning2011

    • Author(s)
      Takashi Matsubara, Hiroyuki Torikai and Tetsuya Hishiki
    • Journal Title

      IEEE Trans. CAS-II

      Volume: Vol.58, No.11 Pages: 677-681

    • Related Report
      2011 Final Research Report
  • [Journal Article] Analysis of m : n lockings from pulse-coupled asynchronous sequential logic spiking neurons2011

    • Author(s)
      Hirofumi Ijichi and Hiroyuki Torikai
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: Vol.E94-A, No.11 Pages: 2384-2393

    • Related Report
      2011 Final Research Report
  • [Journal Article] A Novel Rotate-and-Fire Digital Spiking Neuron and its Neuron-like Bifurcations and Responses2011

    • Author(s)
      Tetsuya Hishiki and Hiroyuki Torikai
    • Journal Title

      IEEE Trans. Neural Networks

      Volume: Vol.22, No.5 Pages: 752-767

    • Related Report
      2011 Final Research Report
  • [Journal Article] A self-organizing pulse-coupled network of sub-threshold oscillating spiking neurons2011

    • Author(s)
      Kai Kinoshita and Hiroyuki Torikai
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: Vol.E94-A, No.1 Pages: 300-314

    • NAID

      10027987005

    • Related Report
      2011 Final Research Report
  • [Journal Article] A Novel Rotate-and-Fire Digital Spiking Ncuron and its Neuron-like Bifurcation and Responses2011

    • Author(s)
      Tetsuya Hishiki, Hiroyuki Torikai
    • Journal Title

      IEEE Trans.Neural Networks

      Volume: Vol.22,No.5 Pages: 752-767

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Generalized Rotate-and-Fire Digital Spiking Neuron Model and its On-FPGA Learning2011

    • Author(s)
      Takashi Matsubara, Hiroyuki Torikai, Tetsuya Hishiki
    • Journal Title

      IEEE Trans.Circuits find Systems part II

      Volume: Vol.58,No.11 Pages: 677-681

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of m:n lockings from pulse-coupled asynchronous sequential logic spiking neurons2011

    • Author(s)
      Hirofumi Ijichi, Hiroyuki Torikai
    • Journal Title

      IEICE Trans.Fundamentals

      Volume: Vol.E94-A,No.11 Pages: 2384-2393

    • NAID

      10030192089

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A self-organizing pulse-coupled network of sub-threshold oscillating spiking neurons2011

    • Author(s)
      Kai Kinoshita, Hiroyuki Torikai
    • Journal Title

      IEICE Trans.Fundamentals

      Volume: Vol.E94-A, No.1 Pages: 300-314

    • NAID

      10027987005

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A novel hybrid spiking neuron : Bifurcations, Responses, and On-chip learning2010

    • Author(s)
      Sho Hashimoto and Hiroyuki Torikai
    • Journal Title

      IEEE Trans. CAS-I

      Volume: Vol.57, No.8 Pages: 2168-2181

    • Related Report
      2011 Final Research Report
  • [Journal Article] Theoretical and heuristic synthesis of digital spiking neurons for spike-pattern-division multiplexing2010

    • Author(s)
      Tetsuro Iguchi, Akira Hirata and Hiroyuki Torikai
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: Vol.E93-A, No.8 Pages: 1486-1496

    • NAID

      10027367895

    • Related Report
      2011 Final Research Report
  • [Journal Article] Theoretical and heuristic synthesis of digital spiking neurons for spike-pattern-division multiplexing2010

    • Author(s)
      Tetsuro Iguchi, Akira Hirata, Hiroyuki Torikai
    • Journal Title

      IEICE Trans.Fundamentals

      Volume: Vol.E93-A, No.8 Pages: 1486-1496

    • NAID

      10027367895

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A novel hybrid spiking neuron : Bifurcations, Responses, and On-chip learning2010

    • Author(s)
      Sho Hashimoto, Hiroyuki Torikai
    • Journal Title

      IEEE Trans.Circuits and Systems part I

      Volume: Vol.57, No.8 Pages: 2168-2181

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An artificial chaotic spiking neuron inspired by spiral ganglion cell : Paralleled spike encoding, theoretical analysis, and electronic circuit implementation2009

    • Author(s)
      Hiroyuki Torikai and Toru Nishigami
    • Journal Title

      Neural Networks

      Volume: Vol.22 Pages: 664-673

    • Related Report
      2011 Final Research Report
  • [Journal Article] Response of a chaotic spiking neuron to various periodic inputs and its potential applications2009

    • Author(s)
      Hiroyuki Torikai and Toru Nishigami
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: Vol.E92-A, No.8 Pages: 2053-2060

    • NAID

      10026859196

    • Related Report
      2011 Final Research Report
  • [Journal Article] An artificial chaotic spiking neuron inspired by spiral ganglion cell : Paralleled spike encoding, theoretical analysis, and electronic circuit implementation2009

    • Author(s)
      H.Torikai, T.Nishigami
    • Journal Title

      Neural Networks Vol.22

      Pages: 664-673

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Response of a chaotic spiking neuron to various periodicinputs and its potential applications2009

    • Author(s)
      H.Torikai, T.Nishigami
    • Journal Title

      IEICE Trans.Fundamentals Vol.E92-A, No.8

      Pages: 2053-2060

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Generalized PWC Analog Spiking Neuron Model and Reproduction of Fundamental Neurocomputational Properties2011

    • Author(s)
      Y.Yamashita, H.Torikai
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      中国上海
    • Year and Date
      2011-11-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Dynamic Response Behaviors of a Generailized Asynchronous Digital Spiking Neuron Model2011

    • Author(s)
      T.Matsubara, H.Torikai
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      中国上海
    • Year and Date
      2011-11-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Basic Analysis of Generalized Asynchronous Digital Spiking Neuron Model2011

    • Author(s)
      T.Matsubara, H.Torikai
    • Organizer
      IEICE International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      神戸
    • Year and Date
      2011-09-07
    • Related Report
      2011 Annual Research Report
  • [Presentation] Ghost stochastic resonance in an asynchronous sequential logic neuron model2011

    • Author(s)
      T.Noguchi, H.Torikai
    • Organizer
      IEICE International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      神戸
    • Year and Date
      2011-09-06
    • Related Report
      2011 Annual Research Report
  • [Presentation] Bifurcation based synthesis of a PWC analog spiking neuron model2011

    • Author(s)
      Y.Yamashita, H.Torikai
    • Organizer
      IEICE International Symposium on Nonlinear Theory and its Applications
    • Place of Presentation
      神戸
    • Year and Date
      2011-09-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Novel Asynchronous Digital Spiking Neuron Model and its Various Neuron-like Bifurcations and Responses2011

    • Author(s)
      T.Matsubara, H.Torikai
    • Organizer
      IEEF-INNS International Joint Conference on Neural Networks
    • Place of Presentation
      米国サンノゼ
    • Year and Date
      2011-08-04
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Novel Piece-Wise Constant Analog Spiking Neuron Model and its Neuron-like Excitabilities2011

    • Author(s)
      Y.Yamashita, H.Torikai
    • Organizer
      IEEE-INNS International Joint Conference on Neural Networks
    • Place of Presentation
      米国サンノゼ
    • Year and Date
      2011-08-04
    • Related Report
      2011 Annual Research Report
  • [Presentation] 非同期セルオートマトンにおける偽確率共鳴2011

    • Author(s)
      野口拓也、鳥飼弘幸
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      東京
    • Year and Date
      2011-03-16
    • Related Report
      2010 Annual Research Report
  • [Presentation] 一般化非同期デジタルスパイクニューロンモデルの興奮特性2011

    • Author(s)
      松原崇、鳥飼弘幸
    • Organizer
      電子情報通信学会ニューロコンピューティング研究会
    • Place of Presentation
      札幌
    • Year and Date
      2011-02-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] 区分定数特性を持つ人工神経細胞モデルの分岐解析2011

    • Author(s)
      山下祐太郎、鳥飼弘幸
    • Organizer
      電子情報通信学会非線形問題研究会
    • Place of Presentation
      札幌
    • Year and Date
      2011-02-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] Dynamic Response Behaviors of a Generalized Asynchronous Digital Spiking Neuron Model2011

    • Author(s)
      T. Matsubara and H. Torikai
    • Organizer
      Proc. ICONIP 2011
    • Related Report
      2011 Final Research Report
  • [Presentation] Generalized PWC Analog Spiking Neuron Model and Reproduction of Fundamental Neurocomputational Properties2011

    • Author(s)
      Y. Yamashita and H. Torikai
    • Organizer
      Proc. ICONIP 2011
    • Related Report
      2011 Final Research Report
  • [Presentation] Basic analysis of synchronous phenomena from coupled asynchronous sequential logic neurons2011

    • Author(s)
      H. Ijichi and H. Torikai
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] Basic Analysis of Generalized Asynchronous Digital Spiking Neuron Model2011

    • Author(s)
      T. Matsubara and H. Torikai
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] Ghost stochastic resonance in an asynchronous sequential logic neuron model2011

    • Author(s)
      T. Noguchi and H. Torikai
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] Bifurcation based synthesis of a PWC analog spiking neuron model2011

    • Author(s)
      Y. Yamashita and H. Torikai
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] A Novel Asynchronous Digital Spiking Neuron Model and its Various Neuron-like Bifurcations and Responses2011

    • Author(s)
      T. Matsubara and H. Torikai
    • Organizer
      Proc. IEEE-INNS IJCNN
    • Related Report
      2011 Final Research Report
  • [Presentation] A Novel Piece-Wise Constant Analog Spiking Neuron Model and its Neuron-like Excitabilities2011

    • Author(s)
      Y. Yamashita and H. Torikai
    • Organizer
      Proc. IEEE-INNS IJCNN
    • Related Report
      2011 Final Research Report
  • [Presentation] Theoretical Analysis of Various Synchronizations in Pulse-Coupled Digital Spiking Neurons2010

    • Author(s)
      Hirofumi Iguchi, Hiroyuki Torikai
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2010-11-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] 共鳴発火型離散状態ニューロンの学習則構築のための基礎解析2010

    • Author(s)
      日紫喜徹也、鳥飼弘幸
    • Organizer
      電子情報通信学会非線形問題研究会
    • Place of Presentation
      大阪
    • Year and Date
      2010-10-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] パルス結合ネットワークの同期現象に基づく自己組織化機能の解析2010

    • Author(s)
      木下開、鳥飼弘幸
    • Organizer
      電子情報通信学会非線形問題研究会
    • Place of Presentation
      大阪
    • Year and Date
      2010-10-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] デジタルスパイクニューロン結合系が呈する非周期及び周期的同期現象の解析2010

    • Author(s)
      伊地智洋文、鳥飼弘幸
    • Organizer
      電子情報通信学会非線形問題研究会
    • Place of Presentation
      大阪
    • Year and Date
      2010-10-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] Nonlinear Dynamical System Approaches towards Neural Prosthesis2010

    • Author(s)
      Hiroyuki Torikai
    • Organizer
      International Conference on Applications in Nonlinear Dynamics
    • Place of Presentation
      Lake Louise, Canada(招待講演)
    • Year and Date
      2010-09-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] デジタルスパイクニューロン結合系が呈する分岐現象について2010

    • Author(s)
      伊地智洋文、鳥飼弘幸
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Place of Presentation
      大阪
    • Year and Date
      2010-09-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] Neural Behaviors and Nonlinear Dynamics of a Rotate-and-Fire Digital Spiking Neuron2010

    • Author(s)
      Tetsuya Hishiki, Hiroyuki Torikai
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2010-07-19
    • Related Report
      2010 Annual Research Report
  • [Presentation] Integrate-and-Fire-Type Digital Spiking Neuron and its Learning for Spike-Pattern-Division Multiplex Communication2010

    • Author(s)
      Tetsuro Iguchi, Akira Hirata, Hiroyuki Torikai
    • Organizer
      International Joint Conference on Neural Networks
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2010-07-19
    • Related Report
      2010 Annual Research Report
  • [Presentation] 神経細胞ダイナミクスに基づくシフトレジスタ結合系の通信符号への応用について2010

    • Author(s)
      井口哲郎、鳥飼弘幸
    • Organizer
      システム制御情報学会研究発表講演会
    • Place of Presentation
      京都
    • Year and Date
      2010-05-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] デジタルスパイクニューロン結合系が呈する様々な発火現象について2010

    • Author(s)
      伊地智洋文、鳥飼弘幸
    • Organizer
      システム制御情報学会研究発表講演会
    • Place of Presentation
      京都
    • Year and Date
      2010-05-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] デジタルスパイクニューロン結合系の基本的な同期現象について2010

    • Author(s)
      伊地智洋文、鳥飼弘幸
    • Organizer
      電子情報通信学会総合大会A-2-15
    • Place of Presentation
      仙台
    • Year and Date
      2010-03-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] 神経細胞ダイナミクスに基づくシフトレジスタ結合系とその応用2010

    • Author(s)
      井口哲郎、鳥飼弘幸
    • Organizer
      電子情報通信学会技術研究報告非線形問題研究会NLP2009-170
    • Place of Presentation
      東京
    • Year and Date
      2010-03-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] 並列化カオススパイク符号化器た対する非理想性め影響について2010

    • Author(s)
      西上徹、鳥飼弘幸
    • Organizer
      電子情報通信学会技術研究報告非線形問題研究会NLP2009-142
    • Place of Presentation
      高山
    • Year and Date
      2010-01-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] Theoretical Analysis of Various Synchronizations in Pulse-Coupled Digital Spiking Neurons2010

    • Author(s)
      H. Ijichi and H. Torikai
    • Organizer
      Proc. International Conference on Neural Information Processing
    • Related Report
      2011 Final Research Report
  • [Presentation] Neural Behaviors and Nonlinear Dynamics of a Rotate-and-Fire Digital Spiking Neuron2010

    • Author(s)
      Tetsuya Hishiki and Hiroyuki Torikai
    • Organizer
      Proc. IEEE-INNS IJCNN
    • Related Report
      2011 Final Research Report
  • [Presentation] Integrate-and-Fire Type Digital Spiking Neuron and its Learning for Spike-Pattern-Division Multiplex Communication2010

    • Author(s)
      Tetsuro Iguchi, Akira Hirata, and Hiroyuki Torikai
    • Organizer
      Proc. IEEE-INNS IJCNN
    • Related Report
      2011 Final Research Report
  • [Presentation] Nonlinear dynamical system approaches towards neural prosthesis2010

    • Author(s)
      Hiroyuki Torikai and Sho Hashimoto
    • Organizer
      Proc. International Conference on Applications in Nonlinear Dynamics
    • Related Report
      2011 Final Research Report
  • [Presentation] A pulse-coupled network of SOM (Invited)2009

    • Author(s)
      Kai Kinoshita, Hiroyuki Torikai
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2009-12-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Bifurcation analysis of a resonate-and-fire-type digital spiking neuron (Invited)2009

    • Author(s)
      Tetsuya Hishiki, Hiroyuki Torikai
    • Organizer
      International Conference on Neural Information Processing
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2009-12-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] 共鳴発火型デジタルスパイクニューロンとアナログニューロンにおける分岐現象の比較について(招待)2009

    • Author(s)
      日紫喜徹也、鳥飼弘幸
    • Organizer
      自動制御連合講演会
    • Place of Presentation
      大阪
    • Year and Date
      2009-11-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] 共振発火型ニューロンのパルス結合ネットワーク:引き込み現象と自己組織化(招待)2009

    • Author(s)
      木下開、鳥飼弘幸
    • Organizer
      自動制御連合講演会
    • Place of Presentation
      大阪
    • Year and Date
      2009-11-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] 離散状態スパイクニューロンモデルによる未知ニューロンの似について~神経補綴への一つのアプローチ~2009

    • Author(s)
      橋本昇、鳥飼弘幸
    • Organizer
      電子情報通信学会技術研究報告非線形問題研究会NLP2009-104
    • Place of Presentation
      屋久島
    • Year and Date
      2009-11-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] A Novel Resonate-and-Fire-Type Digital Spiking Neuron and its Bifurcation Analysis2009

    • Author(s)
      Tetsuya Hishiki, Hiroyuki Torikai
    • Organizer
      IEICE International Conference on Nonlinear Theory and its Applications
    • Place of Presentation
      Sapporo
    • Year and Date
      2009-09-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] Approximation of Neuron Dynamics by Discrete State Dynamics : An Approach Toward Reconfigurable Hardware Based Neural Prosthesis (Invited)2009

    • Author(s)
      Sho Hashimoto, Tetsuya Hishiki, Hiroyuki Torikai
    • Organizer
      IEICE International Conference on Nonlinear Theory and its Applications
    • Place of Presentation
      Sapporo
    • Year and Date
      2009-09-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] A spiking neuron model and its pulse-coupled network version of a self-organizing map (Invited)2009

    • Author(s)
      Kai Kinoshita, Hiroyuki Torikai
    • Organizer
      IEICE International Conference on Nonlinear Theory and its Applications
    • Place of Presentation
      Sapporo
    • Year and Date
      2009-09-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] Basic Coding Functions of Paralleled Chaotic Spiking Neurons (Invited)2009

    • Author(s)
      H.Torikai, T.Nishigami
    • Organizer
      IEICE International Conference on Nonlinear Theory and its Applications
    • Place of Presentation
      Sapporo
    • Year and Date
      2009-09-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] 鳴発火型離散状態ニューロンの基本的な分岐現象について2009

    • Author(s)
      日紫喜徹也、鳥飼弘幸
    • Organizer
      電子情報通信学会技術研究報告ニューロコンピューティング研究会NC2009-35
    • Place of Presentation
      奈良
    • Year and Date
      2009-07-14
    • Related Report
      2009 Annual Research Report
  • [Presentation] スパイクニューロンモデルを用いた自己組織化の基本特性2009

    • Author(s)
      木下開、鳥飼弘幸
    • Organizer
      電子情報通信学会技術研究報告ニューロコンピューティング研究会NC2009-36
    • Place of Presentation
      奈良
    • Year and Date
      2009-07-14
    • Related Report
      2009 Annual Research Report
  • [Presentation] Bifurcation Analysis of a Reconfigurable Hybrid Spiking Neuron and its Novel Online Learnine Aleorithm2009

    • Author(s)
      Sho Hashimoto, Hiroyuki Torikai
    • Organizer
      IEEE-INNS International Joint Conference on Neural Networks
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2009-06-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] A Novel Chaotic Spiking Neuron and its Paralleled Spike Encoding Function2009

    • Author(s)
      H.Torikai, T.Nishigami
    • Organizer
      IEEE-INNS International Joint Conference on Neural Networks
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2009-06-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] Bifurcation analysis of a resonate-and-fire-type digital spiking neuron2009

    • Author(s)
      Tetsuya Hishiki and Hiroyuki Torikai
    • Organizer
      Proc. ICONIP 2009
    • Related Report
      2011 Final Research Report
  • [Presentation] A pulse-coupled network of SOM2009

    • Author(s)
      Kai Kinoshita and Hiroyuki Torikai
    • Organizer
      Proc. ICONIP 2009
    • Related Report
      2011 Final Research Report
  • [Presentation] Basic Coding Functions of Paralleled Chaotic Spiking Neurons2009

    • Author(s)
      H. Torikai and T. Nishigami
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] A spiking neuron model and its pulse-coupled network version of a self-organizing map2009

    • Author(s)
      Kai Kinoshita and Hiroyuki Torikai
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] Approximation of Neuron Dynamics by Discrete State Dynamics : An Approach Toward Reconfigurable Hardware Based Neural Prosthesis2009

    • Author(s)
      Sho Hashimoto, Hishiki, Tetsuya Hishiki and Hiroyuki Torikai
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] A Novel Resonate-and-Fire-Type Digital Spiking Neuron and its Bifurcation Analysis2009

    • Author(s)
      Tetsuya Hishiki and Hiroyuki Torikai
    • Organizer
      Proc. NOLTA
    • Related Report
      2011 Final Research Report
  • [Presentation] A Novel Chaotic Spiking Neuron and its Paralleled Spike Encoding Function Proc2009

    • Author(s)
      H. Torikai and T. Nishigami
    • Organizer
      IEEE-INNS IJCNN
    • Related Report
      2011 Final Research Report
  • [Presentation] Bifurcation Analysis of a Reconfigurable Hybrid Spiking Neuron and its Novel Online Learning Algorithm2009

    • Author(s)
      Sho Hashimoto and Hiroyuki Torikai
    • Organizer
      Proc. IEEE-INNS IJCNN
    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://ushiolab.sys.es.osaka-u.ac.jp/research/index.html

    • Related Report
      2011 Final Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi