Ikeguchi Laboratory - Publications

Proceedings on international conferences

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.

Reports of workshop

Yuta HARAGUCHI and Tohru IKEGUCHI,
"A construction of surrogate network using a heuristic method, "
IEICE Technical Report, 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, "
IEICE Technical Report, 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, "
IEICE Technical Report, 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, "
IEICE Technical Report, 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, "
IEICE Technical Report, Vol.109, No.269, NLP2009-93, pp.61--66, 2009.
Kaori KURODA and Tohru IKEGUCHI,
"Partialization Analysis for Nonlinear Connections of Second Order, "
IEICE Technical Report, 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, "
IEICE Technical Report, 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, "
電子情報通信学会技術研究報告, Vol.109, No.458, NLP2009-159, pp.9--14, 2010.
Takafumi MATSUURA and Tohru IKEGUCHI,
"Soft Tabu Search for Solving Traveling Salesman Problem, "
IEICE Technical Report, Vol.109, No.458, NLP2009-163, pp.31--36, 2010.

National Publications (General Conference, National Convention, etc..)

Takayuki SUZUKI, Shun MOTOHASHI, Takafumi MATSUURA and Tohru IKEGUCHI,
"Dynamical noise injection to chaotic neural network for solving quadratic assignment problems, "
Proceedings of the 2010 IEICE General Conference, A-2-2, 2010.
Yutaka SHIMADA, Yuta HARAGUCHI and Tohru IKEGUCHI,
"Analysis on global structural property of complex networks by the classical multidimensional scaling, "
Proceedings of the 2010 IEICE General Conference, A-2-6, 2010.
Hideyuki KATO and Tohru IKEGUCHI,
"STDP generates rhythmic activity with controlling feedback inhibition, "
Proceedings of the 2010 IEICE General Conference, 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, "
Proceedings of the 2010 IEICE General Conference, A-2-21, 2010.

Doctor thesis

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.

Master thesis

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.

Graduation thesis

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.