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Researcher Information

last modified:2017/07/11

Associate Professor TODO Yuki

Mail

Faculty, Affiliation

Faculty of Electrical and Computer Engineering, Institute of Science and Engineering

College and School Educational Field

Division of Electrical Engineering and Computer Science, Graduate School of Natural Science and Technology
Division of Electrical Engineering and Computer Science, Graduate School of Natural Science and Technology

Laboratory

 TEL:076-264-6345

Academic Background

Career

Year & Month of Birth

Academic Society

IEEE

Award

○Best Post Paper Award(2015/12)

Specialities

Information

Speciality Keywords

Neural Networks, Genetic Algorithm

Research Themes

Deep-Learning for New Neuronal Networks and Its Application

McCulloch & Pitts neuron model has been criticized as being over-simplified with only a weighted sum and a threshold functions from the viewpoint of the properties of real neurons. We propose a new neuron model with interaction between synapyese on dendrites to increase its neural comptation capability ancd deep-learning capability.

Books

Papers

  •  Multiple Chaos Embedded Gravitational Search Algorithm(State: In Press) Zhenyu Song, Shangce Gao, Yang Yu, Jian Sun, and Yuki Todo IEICE Transactions on Information and Systems Vol.E100-D No.4 2017/04
  •  Using A Single Dendritic Neuron to Forecast Tourist Arrivals to Japan Wei Chen, Jian Sun, Shangce Gao, Jiu-jun Cheng, Jiahai Wang, and Yuki Todo IEICE Transactions on Information and Systems Vol.E100-D No.1  pp.190-202 2017/01
  •  A Hybrid Imperialist Competition Algorithm for Feature Selection for Gene Expression Data(In press) Aorigele, Shuaiqun Wang, Zheng Tang, Yuki Todo, Shangce Gao Journal of Environmental Biology 2017
  •  A Neuron Model with Synaptic Nonlinearities in a Dendritic Tree for Liver Disorders Tao Jiang, Shangce Gao, Dizhou Wang, Junkai Ji, Yuki Todo, and Zheng Tang IEEJ Transaction on Electrical and Electronic Engineering Vol.12 No.1 pp.105-115 2016/11
  •  Financial time series prediction using a dendritic neuron model Tianle Zhou, Shangce Gao, Jiahai Wang, Chaoyi Chu, Yuki Todo and Zheng Tang Knowledge-Based Systems Vol.105 pp.214-224 2016/08

show all

  •  Immune Algorithm Combined with Estimation of Distribution for Traveling Salesman Problem Zhe Xu, Yirui Wang, Sheng Li, Yanting Liu, Yuki Todo, and Shangce Gao IEEJ Transaction on Electrical and Electronic Engineering Vol.11 No.S1 pp.S142-S154 2016/06/17
  •  An approximate logic neuron model with a dendritic structure Junkai Ji, Shangce Gao, Jiujun Cheng, Yuki Todo, Zheng Tang Neurocomputing Vol.173 No.3 pp.1775-1783 2016/01
  •  A Breast Cancer Classifier using Neuron Model with Dendritic Nonlinearity Zijun Sha, Liu Hu, Yuki Todo, Junkai Ji, Shangce Gao, Zheng Tang IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Vol. E98-D No.7 pp.1365-1376 2015/07 
  •  A Multi-learning Immune Algorithm for Numerical Optimization Shuaiqun Wang, Shangce Gao, Aorigele, Yuki Todo, Zheng Tang IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Vol. E98-A No.1 pp.362-377 2015/01 
  •  Unsupervised Learnable Neuron Model with Nonlinear Interaction on Dendrites Y.Todo, H. Tamura, K. Yamashita, Z. Tang Neural Networks Vol.60 No. 60 pp.96-103 2014/12
  •  Graph Planarization Problem Optimization Based on Triple-Valued Gravitational Search Algorithm Shangce Gao,Yuki Todo,Tao Gong,Gang Yang,Zheng Tang IEEJ Transaction on Electrical and Electronic Engineering Vol.9 No.1 pp.39-48 2014/09 
  •  A Learning Multiple-Valid Logic Network Using Genetic Algorithm Yuki Todo, Takahiro Mitsui International Journal of Innovative Computing, Information and Control Vol.10 No.2 pp. 565-574 2014/04 
  •  Inherency Theory based Neuron Model to Learn Movement Direction Selection Yuki Todo, Hiroki Tamura International Journal of Innovative Computing, Information and Control Vol.10 No.3 pp. 1179-1188 2014/03 
  •  Gravitational Search Algorithm Combined With Chaos for Unconstrained Numerical Optimization S. Gao, C. Vairappan , Y. Wang, Y.Todo, Z. Tang APPLIED MATHEMATICS AND COMPUTATION Vol.231 pp. 48-62 2014/03
  •  A Neuron Model Capable of Learning Expansion/Contraction Movement Detection without Teacher's Signal Yuki Todo, Hiroki Tamura International Journal of Innovative Computing, Information and Control Vol.9 No.12 pp. 4931-4941 2013/12 
  •  A Study of Service Desk Setup in Implementing IT Service Management in Enterprises Xiaojun Tang and Yuki Todo Technology and Investment No.4 pp.190-196 2013/08 
  •  Issue in Implementing Customer Operations Performance Center (COPC) Yingyu Xu, Xinyuan Xi, Yuki Todo Journal of Software Engineering and Applications (JSEA) No.6 pp.431-433 2013/08 
  •  Revisiting immunological algorithms for numerical optimization Shangce Gao, Yuki Todo, Beibei Chen, Jianhong Chai International Journal of Immune Computation Vol.1 No.1 pp. 9-17 2013/03
  •  Visual Illusion and N1 and P1: EPR Evidence Yuki Todo, Wei Chen, Hongsuo Tang International Journal of Applied Science and Technology Vol. 2 No. 10 pp.8-13 2012/12
  •  Using the N1 Potential for the Analysis of the 2D Optical Illusion Stimulus Yu Cheng, Hongsuo Tang, Qiping Cao, Zheng Tang International Journal of Computer Science and Network Security Vol. 12 No.9 pp.55-58 2012/09
  •  The Brainwave Response of Optical Illusion Stimulus Hongsuo Tang, Qiping Cao, Zheng Tang International Journal of Computer Science and Network Security Vol. 11 No.12 pp.76-80 2011/12 
  •  The Visual Responses Components of the Three-Dimension Parallax Stimuli Huiran Zhang, Qiping Cao, Hongsuo Tang, Xiaofei Fan, Zheng Tang International Journal of Computer Science and Network Security Vol. 11 No.5 pp.43-48 2011/05
  •  Local Search with Probabilistic Modeling for Learning Multiple-Valued Logic Networks  Shangce Gao, Qiping Cao, Masahiro Ishii, Zheng Tang IEICE Transaction on Fundamentals of Electronics Communications and Computer Science Vol.E94-A No.2 pp.795-805 2011/02
  •  A Chaotic Clonal Selection Algorithm and Its Application to Synthesize Multiple-Valued Logic Function Shangce Gao, Zhiqiang Zhang, Qiping Cao, Zheng Tang IEEJ Transaction on Electrical and Electronic Engineering Vol.5 No.1 pp.105-114 2010/02 
  •  A Chaotic Dynamic Local Search Method for Learning Multiple-Valued Logic Networks Shangce Gao, Jianchen Zhang, Zheng Tang, Qiping Cao Multiple-Valued Logics and Soft Computing, Journal of Multiple-Valued Logic and Soft Computing Vol.15 No.5 pp.433-449 2009/10
  •  An Improved Local Search Learning Method for Multiple-Valued Logic Minimization with Bi-objectives Shangce Gao, Qiping Cao, Catherine Vairappan, Jianchen Zhang, Zheng Tang IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Vol. E92-A No.2 pp.594-603 2009/02

Conference Presentations

  • Ant Colony Optimization with Neighborhood Search for Dynamic TSP(conference:7th International Conference on Swarm Intelligence)(2016/06/25)
  • Improved Binary Imperialist Competition Algorithm for Feature Selection from Gene Expression Data(conference:2016 International Conference on Intelligent Computation)(2016/08/02)
  • Discrete chaotic gravitational search algorithm for the unit commitment problem(conference:2016 International Conference on Intelligent Computation)(2016/08/02)
  • PMPSO: A Near-Optimal Graph Planarization Algorithm using Probability Model based Particle Swarm Optimization(Best Post Paper Award)(conference:The 2015 International Conference on Progress in Informatics and Computing (PIC-2015))(2015/12/18)
  • Single Dendritic Neuron with Nonlinear Computation Capacity: A Case Study on XOR Problem(conference:The 2015 International Conference on Progress in Informatics and Computing (PIC-2015))(2015/12/18)

Arts and Fieldwork

Patent

Theme to the desired joint research

Grant-in-Aid for Scientific Research

○「樹状突起におけるシナプス間の相互作用を考慮したニューロンモデルの提案と検証」(2015-2017) 

Classes (Bachelors)

○TOEIC Preparation IV(2017)
○Information and Computer System Engineering Laboratory 1(2017)
○TOEIC Preparation I(2017)
○TOEIC Preparation I(2017)
○Technical English(2017)
○TOEIC Preparation II(2017)
○TOEIC Preparation III(2017)
○TOEIC Preparation II(2017)
○TOEIC Preparation II(2016)
○TOEIC Preparation II(2016)
○TOEIC Preparation I(2016)
○TOEIC Preparation I(2016)
○TOEIC Preparation IV(2016)
○TOEIC Preparation III(2016)
○Technical English(2016)
○Information and Computer System Engineering Laboratory 1(2016)

Classes (Graduate Schools)

○Advanced Multiple-Valued Information Processing(2017)
○Advanced Multiple-Valued Information Processing(2017)
○Advanced Multiple-Valued Information Processing(2017)
○Advanced Multiple-Valued Information Processing(2017)
○Advanced Scientific English(2017)
○Advanced Multiple-Valued Information Processing(2016)
○Advanced Scientific English(2016)

International Project

International Students

Lecture themes

Others (Social Activities)

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