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加藤 秀行かとう ひでゆき

所属部署名理工学部
職名講師
 

教員情報

所属等

    理工学部講師

氏名

    加藤 秀行, かとう ひでゆき

取得学位(1)

  • 博士 (工学), 埼玉大学, 2011年03月

研究の業績

研究分野

    計算論神経科学,非線形動力学系,複雑ネットワーク

研究内容キーワード

    ニューロン,シナプス,学習,記憶,神経活動,ネットワーク構造,非線形振動子,同期

論文等

  • 2007年, Emergence of Self-Organized Structures in a Neural Network Using Two Types of STDP Learning Rules, Proceedings of International Symposium on the Nonlinear Theory and its Applications 2007, 2007年
  • 2007年, Self-organized neural network structure depending on the STDP learning rules, Proceedings of International Conference on Theory and Application in Nonlinear Dynamics 2007, 2007年
  • 2008年, Self-organized Complex Neural Networks through Nonlinear Temporally Asymmetric Hebbian Plasticity, Lecture Notes in Computer Science, 2008年
  • 2008年, Effect of periodic external inputs for neural network structures and dynamics through the STDP, Proceedings of International Workshop on Vision, Communications and Circuits 2008, 2008年
  • 2008年, STDP学習により形成されるニューラルネットワークの複雑構造解析, 電子情報通信学会論文誌A, 2009年
  • 2008年, Synchronous firings in self-organized neural network through spike-timing-dependent plasticity for periodic external inputs, Proceedings of International Workshop on Nonlinear Circuits and Signal Processing 2009, 2009年
  • 2009年, Structural Analysis on STDP Neural Networks Using Complex Network Theory, Lecture Notes in Computer Science, 2009年
  • 2009年, Temporal evolution of spatial structures in neural networks through STDP, Proceedings of International Symposium on the Nonlinear Theory and its Applications 2009, 2009年
  • 2010年, Neuronal Avalanches Induced by Spike-Timing-Dependent Plasticity, Proceedings of International Symposium on the Nonlinear Theory and its Applications 2009, 2010年
  • 2010年, Emergence of Highly Nonrandom Functional Synaptic Connectivity through STDP, Lecture Notes in Computer Science, 2010年
  • 2010年, STDP学習則により導かれる神経雪崩, 電子情報通信学会論文誌A, 2011年
  • 2011年, Neuronal Avalanche Induced by Multiplicative Spike-Timing-Dependent Plasticity, Proceedings of International Joint Conference on Neural Networks 2011, 2011年
  • 2011年, Local cortical design of voltage-based STDP, Proceedings of International Symposium on the Nonlinear Theory and its Applications 2011, 2011年
  • 2011年, Consistency in neuronal avalanche induced by spike-timing-dependent plasticity, Proceedings of International Symposium on the Nonlinear Theory and its Applications 2011, 2011年
  • 2012年, Spike Timing-Dependent Plasticity in Sparse Recurrent Neural Networks, Proceedings of International Symposium on the Nonlinear Theory and its Applications 2012, 2012年
  • 2012年, Modeling of spontaneous zero-lag and propagating synchronization in cat spinal cord, AIP Conference Proceedings, 2013年
  • 2013年, Modeling zero-lag synchronization of dorsal horn neurons during the traveling of electrical waves in the cat spinal cord, Physiological Reports, 2013年
  • 2013年, Limits of detection of generalized synchronization in delay-coupled chaotic oscillators, Physical Review E, 2013年
  • 2014年, Estimation of mathematical neuron model parameters only from spike sequences, Proceedings of International Workshop on Nonlinear Circuits and Signal Processing 2015, 2015年
  • 2015年, Synchrony Sensitivity of a Single Neuron for Various Synaptic Weight Distributions, Proceedings of International Symposium on the Nonlinear Theory and its Applications 2015, 2015年
  • 2015年, Oscillation, Conduction Delays, and Learning Cooperate to Establish Neural Competition in Recurrent Networks, PLOS ONE, 2016年
  • 2016年, Connectivity analyses on self-organized neural competition networks, Proceedings of International Symposium on the Nonlinear Theory and Its Applications 2016, 2016年
  • 2017年, Nonlinearity in Phenomenological STP Model for Diverse Synaptic Dynamics, Proceedings of International Symposium on the Nonlinear Theory and Its Applications 2017, 2017年
  • 2017年, Effect of connectivity weights of inhibitory neurons in neuronal avalanches, Proceedings of International Symposium on the Nonlinear Theory and Its Applications 2017, 2017年
  • 2017年, Analysis of Frequency Synchronization for Placements of Generators on Power Grid Using Oscillator Networks, Proceedings of International Workshop on Nonlinear Circuits and Signal Processing 2018, 2018年
  • 2017年, Realization of an Interrupted Fast-Slow Characteristic Circuit with Spike Noise, Proceedings of International Workshop on Nonlinear Circuits and Signal Processing 2018, 2018年
  • 2017年, Stabilizing Method by Changing Switching Timing in Switched Dynamical Systems, Proceedings of International Workshop on Nonlinear Circuits and Signal Processing 2018, 2018年
  • 2017年, Experimental Study of a stabilizing Method using Periodic Threshold to DC-DC Converter with Photovoltaic Module, Proceedings of International Workshop on Nonlinear Circuits and Signal Processing 2018, 2018年
  • 2018年, Influence of Failures of Transmission Lines in Power Grid Using Oscillator Networks, Proceedings of International Symposium on the Nonlinear Theory and Its Applications 2018, 2018年
  • 2018年, Application of Particle Swarm Optimization to the Calculation of Border Collision Bifurcation Point in a One-Dimensional Map, Proceedings of International Symposium on the Nonlinear Theory and Its Applications 2018, 2018年
  • 2018年, Real Time Detection of Arrhythmia from ECG Signal Using Malthusian Parameter, Proceedings of the SICE Annual Conference 2018, 2018年
  • 2018年, Time-Varying Parameter Estimation with Backpropagation Type Adaptive Law and Application to Disturbance Estimation for Quadrotor, Proceedings of the SICE Annual Conference 2018, 2018年
  • 2018年, Transition responses for the timeout in TCP/RED, Proceedings of Chaos 2018
  • 2018年, Application of Particle Swarm Optimization for Calculating Local Bifurcation Point in Two-dimensional Continuous Dynamical Systems, Proceedings of International Workshop on Nonlinear Circuits and Signal Processing 2019

受賞

  • 学術奨励賞, 社団法人 電子情報通信学会
  • Best Paper Award, IWVCC Organizing Committee
  • Best Student Paper Award, The Research Institute of Signal Processing Japan
  • 学生表彰, 埼玉大学
  • 埼玉大学発展基金成績優秀者奨学金奨学生, 埼玉大学
  • 学生表彰, 埼玉大学

主要所属学会名

  • 電子情報通信学会

科学研究費補助金-課題

  • STDPが導くニューラルネットワークの時空間構造, 2010年4月〜2012年3月, 代表
  • 視床皮質系における情報の分解と統合,再構成に関する研究, 2016年4月〜2019年3月, 代表


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