池口研究室 - 研究成果

原著論文

Tomoya SUZUKI, Tohru IKEGUCHI and Masuo SUZUKI,
"Algorithms for Generating Surrogate Data for Sparsely Quantized Time Series,"
Physica D, Vol.231, No.2, pp.108-115, 2007.
論文URL
Tomoya SUZUKI, Tohru IKEGUCHI and Masuo SUZUKI,
"Evaluating Nonlinearity and Validity of Nonlinear Modeling for Complex Time Series,"
Physical Review E, Vol.76, 046202, 2007.
論文URL
Ryosuke HOSAKA, Osamu ARAKI and Tohru IKEGUCHI,
"STDP Provides the Substrate for Igniting Synfire Chains by Spatio-temporal Input Patterns,"
Neural Computation, Vol.20, No.2, pp.415-435, 2008.
論文URL
Takayuki KIMURA, Hiroyuki NAKAJIMA and Tohru IKEGUCHI,
"A Packet Routing Method for Complex Networks by a Stochastic Neural Network,"
Physica A, Vol.376, pp.658-672, 2007.
論文URL
Takayuki KIMURA and Tohru IKEGUCHI,
"A New Algorithm for Packet Routing Problems using Chaotic Neurodynamics and its Surrogate Analysis,"
Neural Computing and Applications, vol.16. pp.519-526, 2007.
論文URL
Takayuki KIMURA and Tohru IKEGUCHI,
"An Optimum Strategy for Dynamic and Stochastic Packet Routing Problems by Chaotic Neurodynamics,"
Integrated Computer-Aided Engineering, Vol.14, No.4, pp.307-322, 2007.
論文URL
Daisuke HARAKI, Tomoya SUZUKI, Hiroki HASHIGUCHI and Tohru IKEGUCHI,
"Bootstrap Nonlinear Prediction,"
Physical Review E, Vol.75, 056212, 2007.
論文URL
星野聖, 木村貴幸, 池口徹,
"時間枠制約付き配送計画問題に対するカオスダイナミクスを用いたメタ・ヒューリステック解法,"
電子情報通信学会論文誌, Vol.J90-A, No.5, pp.431-441, 2007.
論文URL

国際会議

Takayuki KIMURA and Tohru IKEGUCHI,
"A Heuristic Algorithm Using Chaotic Dynamics for Dynamic and Stochastic Shortest Path Problems,"
Proceedings of Metaheuristics International Conference (MIC), 2007.
Takafumi MATSUURA and Tohru IKEGUCHI,
"Analysis on Memory Effect of Chaotic Dynamics for Combinatorial Optimization Problem,"
Proceedings of Metaheuristics International Conference (MIC), 2007.
Takashi HOSHINO, Takayuki KIMURA and Tohru IKEGUCHI,
"Two Simple Local Searches Controlled by Chaotic Dynamics for Vehicle Routing Problems with Time Window,"
Proceedings of Metaheuristics International Conference (MIC), 2007.
Takayuki KIMURA and Tohru IKEGUCHI,
"An Efficient Routing Strategy with Load-balancing for Complex Networks,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA), pp.31-34, 2007.
Takashi HOSHINO, Takayuki KIMURA and Tohru IKEGUCHI,
"A New Parameter Adjusting Approach for Solving Vehicle Routing Problem with Chaotic Neurodynamics,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA), pp. 124-127, 2007.
Naoki YABUTA and Tohru Ikeguchi,
"Prediction of High-dimensional Multivariate Information as an Amplitude-event Dynamical System,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA), pp.188-191, 2007.
Keisuke NARISAWA, Takashi HOSHINO, Naoki YABUTA and Tohru IKEGUCHI,
"Nonlinear Prediction on Image Signals Using Radial Basis Function Network,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA), pp.381-384, 2007.
Tohru ASHIZAWA, Daisuke Haraki and Tohru Ikeguchi,
"New Measures for Estimating Neural Network Only from Multi-spike Sequences,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA), pp.417-420, 2007.
Hideyuki KATO, Takayuki KIMURA and Tohru IKEGUCHI,
"Emergence of Self-organized Structures in a Neural Network Using Two Types of STDP Learning Rules,"
Proceedings of International Symposium on Nonlinear Theory and its Applications (NOLTA), pp.429-432, 2007.
Takafumi MATSUURA and Tohru IKEGUCHI,
"Chaotic Motif Sampler for Motif Discovery Using Statistical Values of Spike Time-Series,"
Proceedings of International Conference on Neural Information Processing (ICONIP), 2007.

研究会
1. Tohru ASHIZAWA, Daisuke HARAKI and Tohru IKEGUCHI,
  "Estimation of Neural Network Structures from Multidimensional Spike Sequences,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.21, NLP2007-2, pp.7-11, 2007.
2. 加藤秀行，池口徹,
  "STDP学習則により形成されるニューラルネットワークの構造解析,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.21, NLP2007-3, pp.13-18, 2007.
3. Takayuki KIMURA and Tohru IKEGUCHI,
  "Improved Strategy for Packet Routing Problems Using Chaotic Neurodynamics,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.21, NLP2007-6, pp.31-36, 2007.
4. Hideyuki KATO, Takayuki KIMURA and Tohru IKEGUCHI,
  "Spatio-temporal Analysis of Synaptic Weights in a Self-organized Neural Network,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.266, NLP2007-64, pp.9-14, 2007.
5. Keisuke NARISAWA, Takashi HOSHINO and Tohru IKEGUCHI,
  "Image compression using nonlinear prediction by RBF networks and DPCM,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.266, NLP2007-67, pp. 25-30, 2007.
6. Takafumi MATSUURA and Tohru IKEGUCHI,
  "Influence of Refractory Effects of Chaotic Motif Sampler for Motif Extraction Problems,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.267, NLP2007-83, pp.9-14, 2007.
7. Takayuki KIMURA and Tohru IKEGUCHI,
  "Chaotic Routing in Complex Networks,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.267, NLP2007-84, pp.25-30, 2007.
8. 島田裕, 池口徹,
  "ネットワーク定量化指標を用いたカオスアトラクタ解析,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.560, NLP2007-161, pp.43-48, 2008.
9. Takafumi MATSUURA and Tohru IKEGUCHI,
  "A New Chaotic Algorithm for Solving Traveling Salesman Problems by Using 2-opt and Or-opt Algorithms,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.561, NLP2007-173, pp.37-42, 2008.
10. 本橋瞬, 松浦隆文, 池口徹,
  "Lin-Kernighanアルゴリズムをカオス駆動する巡回セールスマン問題の解法,"
  電子情報通信学会非線形問題研究会技術研究報告, Vol.107, No.561, NLP2007-174, pp.43-48, 2008.
総合大会等
1. Hideyuki KATO and Tohru IKEGUCHI,
  "Small-world Efficacy of a Neural Network Using the STDP Learning Rule,"
  電子情報通信学会ソサイエティ大会, A-2-5, p.27, 2007.
2. 池口徹, 島田裕, 木村貴幸,
  "Chaotic Time Series Analysis and Complex Network Theory,"
  電子情報通信学会総合大会シンポジウム, AS-3-1, 2008.
3. Naoki YABUTA and Tohru IKEGUCHI,
  "Long-term Prediction of Chaotic Time-series Using Predicted Local Extrema,"
  電子情報通信学会総合大会, A-2-12, 2008.
4. Hideyuki KATO and Tohru IKEGUCHI,
  "Statistical Spike Analysis of Self-organized Neural Network by STDP Learning,"
  電子情報通信学会総合大会, A-2-15, 2008.
5. Tohru ASHIZAWA and Tohru IKEGUCHI,
  "Estimating a Neural Network Structure with High Degrees from Multi-spike Trains,"
  電子情報通信学会総合大会, A-2-16, 2008.
6. 本橋瞬, 松浦隆文, 池口徹,
  "カオスダイナミクスを用いたLin-Kernighanアルゴリズムによる巡回セールスマン問題の解法,"
  電子情報通信学会総合大会, A-2-19, 2008.
7. Takafumi MATSUURA and Tohru IKEGUCHI,
  "Combination of Chaotic Neurodynamics with the 2-opt and the Or-opt Algorithms to Solve Traveling Salesman Problems,"
  電子情報通信学会総合大会, A-2-20, 2008.
8. Takashi HOSHINO, Takayuki KIMURA and Tohru IKEGUCHI,
  "Chaotic Vehicle-reduction Method for Vehicle Routing Problem,"
  電子情報通信学会総合大会, A-2-27, 2008.
9. Takayuki KIMURA and Tohru IKEGUCHI,
  "Memory Routing Strategy for Dynamic Flow,"
  電子情報通信学会総合大会, A-2-29, 2008.
10. 島田裕, 池口徹,
  "複雑ネットワーク定量化指標を用いたカオスの定量化,"
  電子情報通信学会総合大会, A-2-31, 2008.
博士論文

木村貴幸, "Chaotic Neurodynamics Approach for Packet Routing Problems,"
埼玉大学大学院理工学研究科情報数理科学専攻.

修士論文
1. 芦澤徹, "Estimation of Neural Network Structures from Multi Spike Sequences,"
  埼玉大学大学院理工学研究科数理電子情報系専攻.
2. 星野聖, "Solving Vehicle Routing Problem using Chaotic Dynamics,"
  埼玉大学大学院理工学研究科数理電子情報系専攻.
3. 薮田直樹, "Long-term prediction of chaotic time-series,"
  埼玉大学大学院理工学研究科数理電子情報系専攻.
4. 加藤秀行, "Spatio-temporal Analysis of Self-organized Neural Network,"
  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
1. 衣川貴仁, "適応的ゾーン割当を用いたマルチカーエレベータの制御,"
  埼玉大学工学部情報システム工学科.
2. 古屋野仁紀, "多次元イベント系列に対する状態空間の一構成法,"
  埼玉大学工学部情報システム工学科.
3. 島田裕, "ネットワーク定量化指標を用いたカオスアトラクタの解析,"
  埼玉大学工学部情報システム工学科.
4. 本橋瞬, "カオスダイナミクスを用いたLin-Kernighanアルゴリズムによる巡回セールスマン問題の解法,"
  埼玉大学工学部情報システム工学科.