池口研究室 - 研究成果

国際会議

Hideyuki KATO, Tohru IKEGUCHI, and Kazuyuki AIHARA,
"Structural Analysis on STDP neural networks using Complex Network Theory,"
Lecture Notes in Computer Science, Vol.5768, pp.306--314, 2009.
Yuta HARAGUCHI, Yutaka SHIMADA, Tohru IKEGUCHI and Kazuyuki AIHARA,
"Transformation from complex networks to time series using classical multidimensional scaling,"
Lecture Notes in Computer Science, Vol.5769, pp.325--334, 2009.
Shun MOTOHASHI, Takafumi MATSUURA, Tohru IKEGUCHI and Kazuyuki AIHARA,
"The Lin-Kernighan Algorithm Driven by Chaotic Neurodynamics for Large Scale Traveling Salesman Problems,"
Lecture Notes in Computer Science, Vol.5769, pp.563--572, 2009.
Takayuki SUZUKI, Shun MOTOHASHI, Takafumi MATSUURA, Tohru IKEGUCHI, and Kazuyuki AIHARA,
"Quadratic Assignment Problems for Chaotic Neural Networks with Dynamical Noise,"
Lecture Notes in Computer Science, Vol.5769, pp.573--582, 2009.
Kaori KURODA and Tohru IKEGUCHI
"Reconstructing scale-free structure of neural networks from multi spike sequence,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.54--57, 2009.
Yutaka SHIMADA and Tohru IKEGUCHI
"From Chaotic Attractors to Complex Networks,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.58--61, 2009.
Yuta HARAGUCHI, Yutaka SHIMADA and Tohru IKEGUCHI
"A Method for Transforming Complex Networks to Time series Using Classical Multidimensional Scaling,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.62--65, 2009.
Yusuke KAWAMURA, Yutaka SHIMADA, Takafumi MATSUURA and Tohru IKEGUCHI
"Solution-Space Reduction Method by Using Geographic Complex Network Model for Traveling Salesman Problem,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.296--299, 2009.
Shun MOTOHASHI, Takafumi MATSUURA and Tohru IKEGUCHI
"Chaotic Search Method based on the Ejection Chain Method for Traveling Salesman Problems,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.304--307, 2009.
Takayuki SUZUKI, Shun MOTOHASHI, Takafumi MATSUURA and Tohru IKEGUCHI
"Lyapunov Exponents of Chaotic Neural Network with Dynamical Noise for Solving Quadratic Assignment Problem,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.308--311, 2009.
Takafumi MATSUURA and Tohru IKEGUCHI
"Chaotic Motif Sampler: Discovering Motifs from Biological Sequences by Using Chaotic Neurodynamics,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.368--371, 2009.
Hideyuki KATO and Tohru IKEGUCHI
"Temporal evolution of spatial structures in neural networks through STDP,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA2009), pp.596--599, 2009.

研究会

Yuta HARAGUCHI and Tohru IKEGUCHI,
"A construction of surrogate network using a heuristic method,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.30, NLP2009-7, pp.31--36, 2009.
Takafumi MATSUURA and Tohru IKEGUCHI,
"Parameter Adjusting of the Chaotic Search Method to Multiple Sequence Alignment,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.30, NLP2009-10, pp.45--50, 2009.
Takayuki SUZUKI, Shun MOTOHASHI, Takafumi MATSUURA and Tohru IKEGUCHI,
"Solving Quadratic Assignment Problems by Chaotic Neural Network with Dynamical Noise,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.30, NLP2009-11, pp.51--56, 2009.
Yusuke KAWAMURA, Takafumi MATSUURA and Tohru IKEGUCHI,
"A Solution-Space Reduction Method for Traveling Salesman Problem Using Geographical Threshold Graph with Neighbor Information,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.30, NLP2009-12, pp.57--62, 2009.
Takafumi MATSUURA and Tohru IKEGUCHI,
"Solving Traveling Salesman Problem Using 2-opt and Or-opt Algorithms Driven by Chaotic Neurons,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.269, NLP2009-93, pp.61--66, 2009.
Kaori KURODA and Tohru IKEGUCHI,
"Partialization Analysis for Nonlinear Connections of Second Order,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.269, NLP2009-102, pp.115--120, 2009.
Kaori KURODA, Atsushi UCHIDA and Tohru IKEGUCHI,
"Estimation of connectivity of nonlinear dynamical systems by partial correlation analysis,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.366, NLP2009-140, pp.1--5, 2010.
鈴木麻衣, 黒田佳織, 島田裕, 池口徹,
"スパイク列から連続時系列への変換を用いた入力情報の再構成,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.458, NLP2009-159, pp.9--14, 2010.
Takafumi MATSUURA and Tohru IKEGUCHI,
"Soft Tabu Search for Solving Traveling Salesman Problem,"
電子情報通信学会非線形問題研究会, 信学技報, Vol.109, No.458, NLP2009-163, pp.31--36, 2010.

総合大会等

Takayuki SUZUKI, Shun MOTOHASHI, Takafumi MATSUURA and Tohru IKEGUCHI,
"Dynamical noise injection to chaotic neural network for solving quadratic assignment problems,"
電子情報通信学会総合大会，A-2-2，2010.
Yutaka SHIMADA, Yuta HARAGUCHI and Tohru IKEGUCHI,
"Analysis on global structural property of complex networks by the classical multidimensional scaling,"
電子情報通信学会総合大会，A-2-6，2010.
Hideyuki KATO and Tohru IKEGUCHI,
"STDP generates rhythmic activity with controlling feedback inhibition,"
電子情報通信学会総合大会，A-2-17，2010.
大野修平, 加藤秀行, 池口徹,
"STDP学習によるニューラルネットワークにおけるフィードフォワード構造の自己組織化,"
電子情報通信学会総合大会，A-2-19，2010.
Kaori KURODA and Tohru IKEGUCHI,
"Transforming spike sequence to continuous time series to estimate neural network structure,"
電子情報通信学会総合大会，A-2-21，2010.

博士論文

松浦隆文, "Chaotic Neurodynamical Approach to Motif Extraction Problem,"
埼玉大学大学院理工学研究科理工学専攻.

修士論文

本橋瞬, "Solving large scale TSP by chaotic dynamics,"
埼玉大学大学院理工学研究科数理電子情報系専攻.

卒業論文

大野修平, "STDP学習則により導かれる神経雪崩とそのネットワーク構造解析,"
埼玉大学工学部情報システム工学科.
末木貴洋, "カオス力学系における引き延ばし・折り畳み構造の解析,"
埼玉大学工学部情報システム工学科.
鈴木麻衣, "日本語母音を入力とした聴覚系モデルにおける確率共鳴現象,"
埼玉大学工学部情報システム工学科.